The graph represents a network of 5,557 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, 05 September 2022 at 10:57 UTC.
The requested start date was Monday, 05 September 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 3-day, 16-hour, 17-minute period from Thursday, 01 September 2022 at 07:42 UTC to Monday, 05 September 2022 at 00:00 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 : 5557
Unique Edges : 4312
Edges With Duplicates : 11268
Total Edges : 15580
Number of Edge Types : 5
Tweet : 2791
Mentions : 2789
Replies to : 273
Retweet : 4138
MentionsInRetweet : 5589
Self-Loops : 2900
Reciprocated Vertex Pair Ratio : 0.0428836016526571
Reciprocated Edge Ratio : 0.0822404371584699
Connected Components : 883
Single-Vertex Connected Components : 496
Maximum Vertices in a Connected Component : 3579
Maximum Edges in a Connected Component : 12575
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.731473
Graph Density : 0.000237087385357561
Modularity : 0.436085
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,557 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, 05 September 2022 at 10:57 UTC.
The requested start date was Monday, 05 September 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 3-day, 16-hour, 17-minute period from Thursday, 01 September 2022 at 07:42 UTC to Monday, 05 September 2022 at 00:00 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 Entire Graph:
[964] #byjus,#edtech [332] vice,president [331] mrinall,dey [331] corporate,communications [328] dey,recently [328] recently,appointed [328] appointed,vice [328] president,corporate [328] communications,byju's [328] byju's,holds Top Word Pairs in Tweet in G1:
[882] #byjus,#edtech [181] dose,inspiration [86] #edchat,#edtech [86] inspiration,#byjus [84] #education,#edtech [72] #insurtech,#fintech [63] amusing,facts [57] #fintech,#finsevr [57] #stem,#edtech [51] #edtech,#education Top Word Pairs in Tweet in G2:
[78] #byjus,#edtech [51] ハーバード大のコンピュータサイエンス講座,cs50 [51] cs50,の日本語化が完了し [51] の日本語化が完了し,無償公開 [49] 無償公開,labotがコロナ禍で影響を受けた学生に履修証明書ありの講座も開設 [49] labotがコロナ禍で影響を受けた学生に履修証明書ありの講座も開設,こどもとit [33] こどもとit,edtech_for_kidsより [21] easy,manage [20] universities,demand [20] demand,strong Top Word Pairs in Tweet in G3:
[64] #education,#edtech [54] micro,tip [54] tip,show [54] function,excel [54] excel,#edtech [52] mtholfsen,micro [42] show,brand [42] brand,textsplit [42] textsplit,function [42] #edtech,#stem Top Word Pairs in Tweet in G4:
[65] #edtech,#ditchbook [65] #ditchbook,#tlap [62] #tlap,#etcoaches [62] #etcoaches,#hacklearning [47] september,1st [47] 1st,means [47] means,first [47] first,#techwhileyoutinkle [47] #techwhileyoutinkle,coach [47] coach,going Top Word Pairs in Tweet in G5:
[325] mrinall,dey [325] dey,recently [325] recently,appointed [325] appointed,vice [325] vice,president [325] president,corporate [325] corporate,communications [325] communications,byju's [325] byju's,holds [325] holds,decades Top Word Pairs in Tweet in G6:
[194] know,#googledocs [194] #googledocs,built [194] built,citation [194] citation,feature [194] feature,game [194] game,changer [194] changer,student [194] student,research [194] research,papers [193] drtolunoah,know Top Word Pairs in Tweet in G7:
[70] canva,feature [69] feature,background [69] background,remover [69] remover,videos [69] videos,everything [69] everything,waiting [69] waiting,means [68] amandafoxstem,canva [68] means,ca [6] technology,use Top Word Pairs in Tweet in G8:
[112] google,slides [111] #teachers,students [111] students,using [111] using,google [111] slides,here's [111] here's,video [111] video,send [111] send,students [111] students,show [110] kyleniemis,#teachers Top Word Pairs in Tweet in G9:
[24] aujourd,hui [24] hui,lemeilleurdesm [24] lemeilleurdesm,installe [24] installe,1ère [24] 1ère,fois [24] fois,17h [24] 17h,sa [24] sa,nouvelle [24] nouvelle,case [24] case,samedi Top Word Pairs in Tweet in G10:
[29] mrkempnz,edtech_podcast [8] smalchow,glovely [8] glovely,brentcoley [8] brentcoley,androsgarden [8] celebrating,100 [8] 100,episodes [8] episodes,week's [8] week's,episode [8] episode,igniteedtech [8] igniteedtech,podcast Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: