The graph represents a network of 4,801 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, 25 May 2020 at 09:31 UTC.
The requested start date was Monday, 25 May 2020 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, 12-hour, 45-minute period from Thursday, 21 May 2020 at 21:00 UTC to Sunday, 24 May 2020 at 09:46 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 : 4801
Unique Edges : 4141
Edges With Duplicates : 7620
Total Edges : 11761
Number of Edge Types : 5
Replies to : 254
Mentions : 2652
Retweet : 2939
MentionsInRetweet : 4356
Tweet : 1560
Self-Loops : 1638
Reciprocated Vertex Pair Ratio : 0.0393804580655792
Reciprocated Edge Ratio : 0.0757767913760304
Connected Components : 738
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 3042
Maximum Edges in a Connected Component : 8944
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.995461
Graph Density : 0.000273727695618968
Modularity : 0.504728
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,801 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, 25 May 2020 at 09:31 UTC.
The requested start date was Monday, 25 May 2020 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, 12-hour, 45-minute period from Thursday, 21 May 2020 at 21:00 UTC to Sunday, 24 May 2020 at 09:46 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 G2:
[30] #microsoftteams,pro [30] pro,tip [30] mtholfsen,#microsoftteams [30] tip,add [30] add,insights [30] insights,class [21] class,team [19] team,quickly [19] quickly,see [19] see,digital Top Word Pairs in Tweet in G3:
[39] activity,pack [39] #edtech,#edchat [37] pupil,activity [33] video,tutorials [33] activity,packs [33] #edtech,#stemed [33] home,school [33] #elgizmos,#edtech [33] pack,home [33] primary,computing Top Word Pairs in Tweet in G4:
[58] smmendoza123,edtech_ftw [51] edtech_ftw,davalos_ileana [39] future,ready [38] reshaping,#education [33] #education,system [30] system,#innovative [28] #innovative,#ai [22] #ai,capabilities [21] capabilities,#fintech [19] remote,learning Top Word Pairs in Tweet in G5:
[17] ty,wef [16] wef,enricomolinari [16] #ar,#vr [14] #edtech,#ai [14] netherlands,building [14] building,giants [14] giants,artificial [14] artificial,islands [14] islands,save [13] save,wildlife Top Word Pairs in Tweet in G6:
[38] #educación,#education [38] #elearning,#mlearning [23] #education,#edtech [22] #edtech,#edchat [20] #pedagogy,#pedagogie [20] #edtech,#technology [20] #pedagogie,#pedagogía [20] #technology,#vr [20] #highered,#highereducation [20] #tech,#technology Top Word Pairs in Tweet in G7:
[29] waka,waka [26] waka,#pacman [24] #pacman,man [18] man,back [16] back,time [16] time,form [15] form,#choiceboard [15] #choiceboard,students [13] students,content [11] content,area Top Word Pairs in Tweet in G8:
[22] free,pd [11] edtech,academy [11] global,edtech [11] academy,partnership [11] 14,weeks [11] pd,global [11] partnership,#microsoftedu [11] take,advantage [11] advantage,14 [11] weeks,free Top Word Pairs in Tweet in G9:
[46] #controlaltachieve,book [37] weareteachers,#d123 [34] art,therapy [21] therapy,activities [19] activities,help [19] help,kids [18] kids,identify [17] identify,manage [17] manage,feelings [17] feelings,weareteachers Top Word Pairs in Tweet in G10:
[40] #edtech,edsurge [33] distance,learning [31] grades,fail [31] fail,motivating [31] motivating,students [31] students,intrinsic [31] intrinsic,motivation [31] motivation,works [31] works,better [31] learning,overwhelming 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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