The graph represents a network of 6,283 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, 20 June 2022 at 11:01 UTC.
The requested start date was Monday, 20 June 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 2-day, 12-hour, 4-minute period from Tuesday, 14 June 2022 at 21:48 UTC to Friday, 17 June 2022 at 09:52 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 : 6283
Unique Edges : 5715
Edges With Duplicates : 11110
Total Edges : 16825
Number of Edge Types : 5
Retweet : 4110
MentionsInRetweet : 6144
Mentions : 3865
Tweet : 2281
Replies to : 425
Self-Loops : 2373
Reciprocated Vertex Pair Ratio : 0.051294343240652
Reciprocated Edge Ratio : 0.0975832193342453
Connected Components : 1020
Single-Vertex Connected Components : 538
Maximum Vertices in a Connected Component : 3933
Maximum Edges in a Connected Component : 13347
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.304162
Graph Density : 0.000222245835208818
Modularity : 0.478605
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,283 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, 20 June 2022 at 11:01 UTC.
The requested start date was Monday, 20 June 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 2-day, 12-hour, 4-minute period from Tuesday, 14 June 2022 at 21:48 UTC to Friday, 17 June 2022 at 09:52 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:
[311] #byjus,#edtech [174] word,pdf [174] pdf,documents [173] convert,paper [173] paper,tests [173] tests,online [173] online,forms [173] forms,quizzes [173] quizzes,existing [173] existing,quizzes Top Word Pairs in Tweet in G1:
[57] #byjus,#edtech [25] edtech,startup [16] learn,more [15] animoca,brands [12] #edtech,#education [12] 倍率,受験資格 [12] #教員採用試験,#教採 [10] edtech,company [10] ed,tech [9] edtech,unicorn Top Word Pairs in Tweet in G2:
[49] wonderful,time [49] time,riding [49] riding,#wakeletwave [49] #wakeletwave,aetc_alabama [47] aetc_alabama,msdanielsstormy [47] msdanielsstormy,wendyhedeen [47] wendyhedeen,during [42] #byjus,#edtech [41] during,#wakeletcommunityweek [34] #edtech,#iste Top Word Pairs in Tweet in G3:
[121] #byjus,#edtech [51] #edtech,#edchat [43] #education,#edtech [39] #edchat,#edtech [38] #byjus,#onlinelearning [32] #edtech,#education [28] #edtech,#k12 [26] #edchat,#k12 [26] #edtech,#iloveedtech [26] #iloveedtech,#imfutureready Top Word Pairs in Tweet in G4:
[64] #byjus,#edtech [25] #edtech,#ar [24] ar,vr [23] #ar,#vr [22] #vr,#elearning [21] #edtech,#edtechchat [21] #esl,#efl [21] #efl,#elt [19] #elt,#tesol [19] #tesol,#eal Top Word Pairs in Tweet in G5:
[162] convert,paper [162] paper,tests [162] tests,online [162] online,forms [162] forms,quizzes [162] quizzes,existing [162] existing,quizzes [162] quizzes,word [162] word,pdf [162] pdf,documents Top Word Pairs in Tweet in G6:
[27] #edtech,edsurge [15] #edtech,#edtechchat [13] learn,more [10] game,changer [9] calling,#educators [9] #educators,#edleaders [9] #edleaders,#caregivers [9] #caregivers,#technologists [9] #technologists,#researchers [9] #researchers,#policymakers Top Word Pairs in Tweet in G7:
[149] peeleraja,edtech [120] edtech,meant [120] meant,serve [120] serve,underserved [120] underserved,khan [120] khan,academy [120] academy,taught [120] taught,math [120] math,people [120] people,access Top Word Pairs in Tweet in G8:
[20] lab,groupelaposte [19] #byjus,#edtech [19] #vivatech,day [17] #vivatech,#startup [17] vanessachocteau,#vivatech [16] salon,vivatech [15] #startup,#impact [15] #impact,#frenchiot [15] #frenchiot,découvrir [15] découvrir,lab Top Word Pairs in Tweet in G9:
[70] role,#fintech [70] #fintech,#insurtech [70] #insurtech,#edtech [70] #edtech,#mental [70] #mental,#healthcare [58] gave,kred [58] kred,#influence [56] #healthcare,#cryptocurrencies [53] #ai,#ml [40] eli_krumova,gave Top Word Pairs in Tweet in G10:
[15] #stem,#steam [9] blazing,sun [9] sun,heatwave [9] heatwave,perfect [9] perfect,testing [9] testing,solar [9] solar,house [9] house,prototype [9] prototype,#stem [9] #steam,#solar Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: