The graph represents a network of 2,233 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, 21 April 2021 at 22:34 UTC.
The requested start date was Wednesday, 21 April 2021 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, 20-minute period from Wednesday, 07 April 2021 at 00:05 UTC to Tuesday, 20 April 2021 at 23:26 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 : 2233
Unique Edges : 1702
Edges With Duplicates : 3853
Total Edges : 5555
Number of Edge Types : 5
Tweet : 778
Retweet : 1440
MentionsInRetweet : 2120
Mentions : 999
Replies to : 218
Self-Loops : 832
Reciprocated Vertex Pair Ratio : 0.0494296577946768
Reciprocated Edge Ratio : 0.0942028985507246
Connected Components : 428
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 919
Maximum Edges in a Connected Component : 3243
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.305977
Graph Density : 0.000553765848537817
Modularity : 0.482359
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,233 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, 21 April 2021 at 22:34 UTC.
The requested start date was Wednesday, 21 April 2021 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, 20-minute period from Wednesday, 07 April 2021 at 00:05 UTC to Tuesday, 20 April 2021 at 23:26 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:
[181] edutech,people [165] people,buluşmalarının [163] direktörü,dr [160] bahçeşehir,kolejinin [160] kolejinin,katkılarıyla [160] katkılarıyla,edutech [159] #edtech,#edutech [132] cifal,istanbul [132] istanbul,direktörü [132] dr,ahmet Top Word Pairs in Tweet in G1:
[12] #education,#edutech [10] edutech,people [9] #onetoone,#lifelonglearner [9] #lifelonglearner,#edutech [9] #edutech,#k12 [8] edutech,sector [8] #edutwitter,#edutech [8] 140,mil [8] mil,atividades [8] primeira,semana Top Word Pairs in Tweet in G2:
[108] #vr,#virtualreality [106] #virtualreality,#augmentedreality [87] learn,chemistry [87] chemistry,using [87] using,#ar [87] #ar,mikequindazzi [87] #bigdata,#edutech [87] #edutech,#vr [87] human,anatomy [87] #vr,#ar Top Word Pairs in Tweet in G3:
[19] another,episode [19] episode,#thesuitetalk [18] #thesuitetalk,completed [18] completed,listen [15] mrsluciabowers,edutech_ness [13] listen,tannenbaumtech [13] tannenbaumtech,talk [13] talk,inspirational [13] inspirational,journey [8] #etcoaches,#njed Top Word Pairs in Tweet in G4:
[77] #edtech,#edutech [60] #elearning,#edutech [58] #edtech,#globaled [58] #globaled,#elearning [52] #education,#edtech [44] #teacher,#teachers [41] #edutech,#teacher [41] #teachers,#students [34] #students,#classroom [34] #classroom,#school Top Word Pairs in Tweet in G5:
[125] edutech,people [120] people,buluşmalarının [118] direktörü,dr [115] bahçeşehir,kolejinin [115] kolejinin,katkılarıyla [115] katkılarıyla,edutech [108] bahcesehir_k12,bahçeşehir [100] cifal,istanbul [100] istanbul,direktörü [100] dr,ahmet Top Word Pairs in Tweet in G6:
[31] s'associe,reseau_canope [31] reseau_canope,semaine [31] semaine,thématique [19] mai,région [19] région,académique [19] académique,auvergne [19] auvergne,rhône [19] rhône,alpes [19] alpes,s'associe [19] etwinningfrance,nouveau Top Word Pairs in Tweet in G7:
[23] randomness,data [23] data,scientist [23] scientist,best [23] best,friend [23] friend,remember [23] remember,#machinelearning [23] #machinelearning,#iiot [23] #iiot,#python [23] #python,#nlp [23] #nlp,#analytics Top Word Pairs in Tweet in G8:
[37] social,impact [33] grants,social [30] edutech,startups [26] rs,lakhs [26] lakhs,grants [26] impact,open [26] open,source [26] source,edutech [26] edutech,projects [26] projects,questions Top Word Pairs in Tweet in G9:
[14] educ8world,australasian [14] australasian,keynote [8] stellar,panel [8] panel,debate [8] debate,pros [8] pros,cons [7] edutech,delivered [7] delivered,promise [7] keynote,features [7] features,stellar Top Word Pairs in Tweet in G10:
[12] #الشبكات_الاجتماعية_و_التعليم,#كوفيد_19 [8] #تقنيات_التعليم,#الشبكات_الاجتماعية_و_التعليم [4] knowledge,packs [4] join,weekly [4] discussion,series [4] series,tarunrigor [3] education,divide [3] team,creating [3] creating,knowledge [3] packs,short Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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: