The graph represents a network of 5,002 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, 29 August 2022 at 10:58 UTC.
The requested start date was Monday, 29 August 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, 17-hour, 51-minute period from Thursday, 25 August 2022 at 06:09 UTC to Monday, 29 August 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 : 5002
Unique Edges : 4710
Edges With Duplicates : 10652
Total Edges : 15362
Number of Edge Types : 5
Retweet : 3643
MentionsInRetweet : 5446
Tweet : 3118
Mentions : 2869
Replies to : 286
Self-Loops : 3227
Reciprocated Vertex Pair Ratio : 0.0429811866859624
Reciprocated Edge Ratio : 0.0824198695712502
Connected Components : 826
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 3008
Maximum Edges in a Connected Component : 12080
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.572326
Graph Density : 0.000288107112683821
Modularity : 0.430544
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,002 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, 29 August 2022 at 10:58 UTC.
The requested start date was Monday, 29 August 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, 17-hour, 51-minute period from Thursday, 25 August 2022 at 06:09 UTC to Monday, 29 August 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:
[1341] #byjus,#edtech [277] dose,inspiration [216] #education,#edtech [141] #edchat,#edtech [132] inspiration,#byjus [126] amusing,facts [118] herramientas,digitales [116] crea,#videos [116] #videos,minutos [116] minutos,estas Top Word Pairs in Tweet in G1:
[1290] #byjus,#edtech [277] dose,inspiration [132] inspiration,#byjus [126] amusing,facts [61] byjus,#byjus [58] divya,gokulnath [50] facts,byjus [44] byju,raveendran [40] motivational,quotes [32] raveendran,#byjus Top Word Pairs in Tweet in G2:
[49] #byjus,#edtech [21] #edtech,#education [20] ライフイズテック,レッスン [17] 中学校向けプログラミング学習用edtech教材,ライフイズテック [16] レッスン,106自治体で市区町村内全校に導入 [14] divya,gokulnath [13] 倍率,受験資格 [13] #教員採用試験,#教採 [12] learn,more [11] co,founder Top Word Pairs in Tweet in G3:
[17] stopped,think [17] think,soft [17] soft,skills [17] skills,go [17] go,creating [17] creating,microsoftflip [17] microsoftflip,video [16] print,day [16] themerrillsedu,stopped [16] video,stud Top Word Pairs in Tweet in G4:
[24] #edtech,#education [22] #ar,#edtech [21] #insurtech,#fintech [21] really,cool [21] cool,#augmentedreality [21] #augmentedreality,'piano [21] 'piano,learning' [21] learning',experience [21] experience,#ar [21] #education,#music Top Word Pairs in Tweet in G5:
[44] #edtech,#k12 [42] #education,#edtech [34] #edtech,#edtechchat [33] #sel,#edtech [26] follow,ups [22] #education,#k12 [21] #education,#sel [19] #education,#edchat [18] #k12,#edtech [17] creating,follow Top Word Pairs in Tweet in G6:
[84] #edtech,#ditchbook [84] #ditchbook,#tlap [84] #tlap,#etcoaches [69] #etcoaches,#hacklearning [59] #hacklearning,#gsuiteedu [36] #gsuiteedu,#googleedu [30] #themagicofgrowthmindset,#writingcommunity [30] #writingcommunity,#edchat [28] #edchat,#edtech [25] #googleedu,#celebrated Top Word Pairs in Tweet in G7:
[113] crea,#videos [113] #videos,minutos [113] minutos,estas [113] estas,herramientas [113] herramientas,digitales [113] digitales,totalmente [113] totalmente,gratuitas [113] gratuitas,#edtech [112] netlearning20,crea [38] gusta,crear Top Word Pairs in Tweet in G8:
[86] #education,#edtech [47] activity,pack [35] pupil,activity [31] flash,edtech [28] video,tutorials [17] enter,versez [17] versez,powered [17] powered,quantlabs [17] quantlabs,build [17] build,custom Top Word Pairs in Tweet in G9:
[65] gave,kred [65] kred,#influence [41] eli_krumova,gave [41] #ai,#ml [41] #ml,#iot [40] #stem,#edtech [37] #womeninstem,#womenintech [37] #iot,#iiot [31] choice,boards [31] boards,seriously Top Word Pairs in Tweet in G10:
[9] looking,six [9] six,easy [9] easy,ways [9] ways,win [9] win,#edtech [9] #edtech,academic [9] academic,year [9] year,worse [9] worse,consider [8] ictevangelist,looking 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 Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: