The graph represents a network of 2,181 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 Thursday, 29 April 2021 at 22:33 UTC.
The requested start date was Wednesday, 28 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, 14 April 2021 at 00:21 UTC to Tuesday, 27 April 2021 at 23:42 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 : 2181
Unique Edges : 1617
Edges With Duplicates : 3664
Total Edges : 5281
Number of Edge Types : 5
Replies to : 129
Tweet : 755
Mentions : 1046
Retweet : 1415
MentionsInRetweet : 1936
Self-Loops : 801
Reciprocated Vertex Pair Ratio : 0.0466800804828974
Reciprocated Edge Ratio : 0.089196462898885
Connected Components : 436
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 842
Maximum Edges in a Connected Component : 2791
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.960744
Graph Density : 0.000547051474578196
Modularity : 0.485088
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,181 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 Thursday, 29 April 2021 at 22:33 UTC.
The requested start date was Wednesday, 28 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, 14 April 2021 at 00:21 UTC to Tuesday, 27 April 2021 at 23:42 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:
[157] #edtech,#edutech [143] edutech,people [134] people,buluşmalarının [134] cifal,istanbul [134] istanbul,direktörü [134] direktörü,dr [134] dr,ahmet [134] ahmet,aydemir [129] bahçeşehir,kolejinin [129] kolejinin,katkılarıyla Top Word Pairs in Tweet in G1:
[15] edutech,europe [12] #edtech,#edutech [10] #education,#edutech [10] #onetoone,#lifelonglearner [10] #lifelonglearner,#edutech [10] #edutech,#k12 [9] europe,# [9] #edutwitter,#edutech [9] #tech,#school [9] #school,#edapps Top Word Pairs in Tweet in G2:
[87] #vr,#virtualreality [84] #virtualreality,#augmentedreality [54] #edutech,#edtech [47] learn,chemistry [47] chemistry,using [47] using,#ar [47] #ar,mikequindazzi [47] #bigdata,#edutech [47] #edutech,#vr [44] #augmentedreality,tablet Top Word Pairs in Tweet in G3:
[71] #edtech,#edutech [58] #elearning,#edutech [57] #edtech,#globaled [57] #globaled,#elearning [48] #education,#edtech [37] #teacher,#teachers [32] #ascdl2l,#edchat [31] #edutech,#teacher [31] #teachers,#students [31] #edchat,#educhat Top Word Pairs in Tweet in G4:
[105] edutech,people [102] people,buluşmalarının [102] cifal,istanbul [102] istanbul,direktörü [102] direktörü,dr [102] dr,ahmet [102] ahmet,aydemir [97] bahçeşehir,kolejinin [97] kolejinin,katkılarıyla [97] katkılarıyla,edutech Top Word Pairs in Tweet in G5:
[4] join,tomorrow [4] tomorrow,night [3] chris,lambert [2] wondering,textbook [2] textbook,treadmill [2] treadmill,#eduprotocols [2] #eduprotocols,groove [2] groove,train [2] train,join [2] night,7pm Top Word Pairs in Tweet in G6:
[39] #myelixirstatus,#elixirlang [39] #elixirlang,#beam [37] #pune,#mumbai [34] #beam,#rubyinrails [34] #rubyinrails,#pune [26] #machinelearning,#python [26] #python,#ai [23] contact,#elixirexperts [22] #mumbai,#womenwhocode [17] #womenwhocode,#nodejs Top Word Pairs in Tweet in G7:
[35] another,episode [35] episode,#thesuitetalk [34] #thesuitetalk,completed [34] completed,listen [23] #etcoaches,#njed [21] listen,tannenbaumtech [21] tannenbaumtech,talk [21] talk,inspirational [21] inspirational,journey [13] listen,friend Top Word Pairs in Tweet in G8:
[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 [18] votre,#enseignement Top Word Pairs in Tweet in G9:
[35] #edtech,#edutech [31] #edutech,#edutwitter [30] #edutwitter,#remoteteaching [17] #remoteteaching,#remotelearning [16] jakemillertech,fun [14] fun,peardeck [14] peardeck,activity [14] activity,student [14] student,suggested [14] suggested,drawing Top Word Pairs in Tweet in G10:
[18] australasian,keynote [16] educ8world,australasian [10] edutech,delivered [10] delivered,promise [9] lived,promise [9] stellar,panel [9] panel,debate [9] debate,pros [9] pros,cons [8] keynote,features Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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: