The graph represents a network of 1,774 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 22:23 UTC.
The requested start date was Wednesday, 22 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 13-day, 23-hour, 13-minute period from Wednesday, 08 June 2022 at 00:43 UTC to Tuesday, 21 June 2022 at 23:56 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 : 1774
Unique Edges : 1170
Edges With Duplicates : 2762
Total Edges : 3932
Number of Edge Types : 5
Replies to : 254
Mentions : 1021
Tweet : 887
MentionsInRetweet : 955
Retweet : 815
Self-Loops : 901
Reciprocated Vertex Pair Ratio : 0.0572472594397077
Reciprocated Edge Ratio : 0.108294930875576
Connected Components : 431
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 314
Maximum Edges in a Connected Component : 1350
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.541358
Graph Density : 0.000551934281668342
Modularity : 0.455205
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,774 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 22:23 UTC.
The requested start date was Wednesday, 22 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 13-day, 23-hour, 13-minute period from Wednesday, 08 June 2022 at 00:43 UTC to Tuesday, 21 June 2022 at 23:56 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 : edutech
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:
[122] #edtech,#edutech [115] unesco,king [115] king,hamad [115] ict,education [87] india,co [87] co,wins [87] wins,unesco [87] hamad,prize [87] prize,ict [87] education,recognition Top Word Pairs in Tweet in G1:
[19] edutech,platform [17] co,c9mnp0evwd [17] c9mnp0evwd,#elearninganddevelopment [16] platform,tinytap [11] animoca,clinches [11] clinches,majority [11] majority,stake [11] stake,blockchain [11] blockchain,based [11] based,edutech Top Word Pairs in Tweet in G2:
[93] #edtech,#edutech [82] #elearning,#edutech [68] #education,#edtech [64] #edutech,#teacher [53] #teacher,#teachers [53] #teachers,#students [49] #edtech,#globaled [49] #globaled,#elearning [46] #podcast,#podcasters [45] #students,#classroom Top Word Pairs in Tweet in G3:
[115] unesco,king [115] king,hamad [115] ict,education [87] india,co [87] co,wins [87] wins,unesco [87] hamad,prize [87] prize,ict [87] education,recognition [87] recognition,initiatives Top Word Pairs in Tweet in G4:
[69] edutech,loopring [69] loopring,eth [6] gamestopnft,edutech [4] fingers,crossed [4] crossed,edutech [4] nice,edutech [3] tinybronconft,edutech [3] huluorg,tinybronconft [3] wowmenft,vinzomniac [3] joshfryart,edutech Top Word Pairs in Tweet in G6:
[13] geg_soutx,leticia_ff77 [13] leticia_ff77,teach_k_ [13] teach_k_,derektranchina [13] derektranchina,imfutureready [13] aguzmanscience,ballewedtech [13] ballewedtech,belindagarza22 [13] belindagarza22,jamesvarlack [13] jamesvarlack,mrnesi [13] mrnesi,educre8ive [13] educre8ive,claudiozavalajr Top Word Pairs in Tweet in G7:
[16] presencial,proyecto [12] edutech_project,work [9] tercer,encuentro [9] asistencia,tecnológica [8] uv,será [8] será,sede [8] sede,tercer [8] encuentro,presencial [8] proyecto,interinstitucional [8] interinstitucional,internacional Top Word Pairs in Tweet in G8:
[9] free,expo [9] expo,pass [6] speaker,panel [5] delegate,pass [5] register,free [5] award,winner [4] 10,11 [4] expo,floor [4] pass,#edutechau [4] person,delegate Top Word Pairs in Tweet in G9:
[3] kaimur,month [3] month,रछ [3] रछ,ह [3] ह,गई [3] गई,myself [3] myself,skill [3] skill,india [3] india,pmkk [3] pmkk,orion [3] orion,edutech Top Word Pairs in Tweet in G10:
[16] mr_isaacs,edutech_asia [8] learn,more [8] edutech_asia,thanks [5] #edutechasia,speaker [4] pelajari,lebih [4] lebih,lanjut [3] more,#inspirationineducation [3] dengan,kami [3] 2022,untuk [3] #edutechindo,2022 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: