The graph represents a network of 2,332 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, 20 May 2020 at 22:54 UTC.
The requested start date was Wednesday, 20 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 13-day, 23-hour, 13-minute period from Wednesday, 06 May 2020 at 00:20 UTC to Tuesday, 19 May 2020 at 23:33 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 : 2332
Unique Edges : 1701
Edges With Duplicates : 4507
Total Edges : 6208
Number of Edge Types : 5
Retweet : 1418
MentionsInRetweet : 2008
Mentions : 1280
Tweet : 1347
Replies to : 155
Self-Loops : 1374
Reciprocated Vertex Pair Ratio : 0.0574144486692015
Reciprocated Edge Ratio : 0.108594030924128
Connected Components : 513
Single-Vertex Connected Components : 227
Maximum Vertices in a Connected Component : 838
Maximum Edges in a Connected Component : 3434
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.611585
Graph Density : 0.000511599568203342
Modularity : 0.440996
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,332 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, 20 May 2020 at 22:54 UTC.
The requested start date was Wednesday, 20 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 13-day, 23-hour, 13-minute period from Wednesday, 06 May 2020 at 00:20 UTC to Tuesday, 19 May 2020 at 23:33 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 G2:
[596] #edutech,#edtech [584] #education,#edutech [579] #edutech,#onlinelearning [575] #edtech,#edutech [575] covid,19 [575] #education,#teachers [575] #edutech,#edchat [574] #edu,#edutech [574] #edutech,#education [574] edutech,startup Top Word Pairs in Tweet in G3:
[10] episode,#thesuitetalk [10] another,episode [9] planboard,#equatio [9] #thesuitetalk,completed [8] go,over [6] over,planboard [6] #thesuitetalk,specialtechie [6] #edutech,#njed [5] completed,listen [5] listen,jessilynjade Top Word Pairs in Tweet in G4:
[35] pawlowskimario,#ar [19] mt,mikequindazzi [19] #ar,#learning [18] #learning,device [18] device,periodic [18] periodic,table [18] table,#elements [17] #elements,catchar_io [16] catchar_io,mt [16] mikequindazzi,#emergingtech Top Word Pairs in Tweet in G5:
[39] #elearning,#edutech [34] #edtech,#globaled [33] #globaled,#elearning [33] 3d,technology [33] find,3d [33] exciting,#webinar [33] #webinar,ways [33] ways,immersive [33] immersive,tech [33] tech,changing Top Word Pairs in Tweet in G6:
[58] amazon,alexa [52] 50,000 [52] promotional,credit [40] skills,challenge [31] edutech,startup [27] startup,iit [27] iit,alumnus [27] alumnus,launched [27] launched,artificial [27] artificial,intelligence Top Word Pairs in Tweet in G7:
[19] quieres,saber [11] saber,primera [11] primera,mano [11] mano,cómo [10] cómo,están [10] están,afrontando [10] afrontando,digitalización [10] digitalización,centros [10] centros,escolares [10] escolares,únete Top Word Pairs in Tweet in G8:
[17] ごく一部の特別な自治体とかモデル校とかを除き,日本の公立学校では結局オンライン授業を実施できないという事実に [17] 日本の公立学校では結局オンライン授業を実施できないという事実に,祖国の凋落もここまで来たのかと悲しいところです [17] 祖国の凋落もここまで来たのかと悲しいところです,世銀のレポートで各国の状況を比較していますが [17] 世銀のレポートで各国の状況を比較していますが,日本の施策の空疎さが涙を誘います [17] idesan,ごく一部の特別な自治体とかモデル校とかを除き Top Word Pairs in Tweet in G9:
[47] orion,edutech [47] edutech,rajarhat [47] #comification,orion [47] rajarhat,adapted [46] adapted,innovative [] innovative,way [] way,conducted [] conducted,webinar [] webinar,rta [] rta,batch Top Word Pairs in Tweet in G10:
[45] initiative,jour [39] jour,acrennes [26] acrennes,propose [26] propose,site [26] site,support [26] support,situations [26] situations,enseignement [26] enseignement,#artsplastiques [26] #artsplastiques,autres [26] eduscol_ap,initiative Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: