The graph represents a network of 6,149 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, 16 August 2021 at 10:50 UTC.
The requested start date was Monday, 16 August 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 3-day, 8-hour, 59-minute period from Thursday, 12 August 2021 at 15:01 UTC to Monday, 16 August 2021 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 : 6149
Unique Edges : 5243
Edges With Duplicates : 10650
Total Edges : 15893
Number of Edge Types : 5
Mentions : 2896
Retweet : 4212
MentionsInRetweet : 6128
Tweet : 2407
Replies to : 250
Self-Loops : 2528
Reciprocated Vertex Pair Ratio : 0.0365325865580448
Reciprocated Edge Ratio : 0.0704899914036596
Connected Components : 1136
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 3824
Maximum Edges in a Connected Component : 12448
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.779263
Graph Density : 0.000215400190434613
Modularity : 0.4765
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,149 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, 16 August 2021 at 10:50 UTC.
The requested start date was Monday, 16 August 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 3-day, 8-hour, 59-minute period from Thursday, 12 August 2021 at 15:01 UTC to Monday, 16 August 2021 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:
[148] school,year [147] #education,#edtech [145] few,weeks [143] #edtech,#edchat [142] 20,years [140] #byjus,#edtech [140] analyse,20 [140] years,worth [140] worth,data [140] data,few Top Word Pairs in Tweet in G1:
[67] next,mission [66] edtech,next [66] mission,go [65] go,everywhere [49] #byjus,#edtech [26] edtech,startup [20] edtech,unicorn [18] #edtech,#education [15] learn,more [14] indian,edtech Top Word Pairs in Tweet in G2:
[88] #education,#edtech [80] #edtech,#arvrinedu [78] #virtualreality,#edtech [71] #vr,#virtualreality [70] #edchat,#edtech [68] historyview,#vr [64] #arvrinedu,#education [54] big,education [54] education,ape [54] #redfored,#tbats Top Word Pairs in Tweet in G3:
[78] #edtech,#edchat [55] #edtech,#ditchbook [53] #ditchbook,#tlap [53] #tlap,#etcoaches [49] #etcoaches,#hacklearning [48] templates,students [47] #ditchbook,#edtech [46] try,fun [46] fun,#backtoschool [46] #backtoschool,icebreaker Top Word Pairs in Tweet in G4:
[68] #byjus,#edtech [37] micro,tip [37] tip,show [37] activity,pack [32] mtholfsen,micro [32] pupil,activity [25] #edtech,#edtechchat [24] video,tutorials [22] show,potentially [22] potentially,boost Top Word Pairs in Tweet in G5:
[138] analyse,20 [138] 20,years [138] years,worth [138] worth,data [138] data,few [138] few,weeks [138] weeks,head [138] head,learn [138] learn,eiindia [138] eiindia,collaborated Top Word Pairs in Tweet in G6:
[16] #swot,analysis [16] analysis,#digitaltransformation [16] #digitaltransformation,#education [16] #education,catherinerey [16] catherinerey,ehlnews [16] ehlnews,ianljones98 [16] ianljones98,shi4tech [16] shi4tech,lyakovet [16] lyakovet,yibnm [15] betamoroney,#swot Top Word Pairs in Tweet in G7:
[22] #edtech,#arvrinedu [21] #virtualreality,#edtech [19] historyview,#vr [19] #vr,#virtualreality [14] week's,episode [14] episode,edtech_podcast [14] edtech_podcast,live [14] live,feat [13] mrkempnz,week's [13] much,more Top Word Pairs in Tweet in G8:
[47] #edtech,edsurge [11] remote,learning [10] free,guide [8] education,#edtech [7] wave,ai [7] ai,research [7] research,coming [7] coming,transform [7] transform,education [7] #edtech,#education Top Word Pairs in Tweet in G9:
[63] #edtech,solutions [62] build,#edtech [62] solutions,address [62] address,challenges [62] challenges,immersive [62] immersive,learning [62] learning,building [62] building,innovative [62] innovative,solutions [62] stpiindia,build Top Word Pairs in Tweet in G10:
[66] test,prep [66] ineffective,edtech [66] edtech,products [65] school,year [65] year,test [65] prep,companies [65] companies,ineffective [65] products,make [65] make,full [65] full,pivot Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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