The graph represents a network of 5,170 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, 19 September 2022 at 10:56 UTC.
The requested start date was Monday, 19 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 2-day, 8-hour, 50-minute period from Wednesday, 14 September 2022 at 01:02 UTC to Friday, 16 September 2022 at 09:53 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 : 5170
Unique Edges : 4286
Edges With Duplicates : 10046
Total Edges : 14332
Number of Edge Types : 5
Tweet : 3429
Mentions : 2608
Retweet : 3356
MentionsInRetweet : 4702
Replies to : 237
Self-Loops : 3487
Reciprocated Vertex Pair Ratio : 0.0502775574940523
Reciprocated Edge Ratio : 0.0957414678344911
Connected Components : 907
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 2853
Maximum Edges in a Connected Component : 10828
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.322298
Graph Density : 0.000247794750208897
Modularity : 0.431802
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,170 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, 19 September 2022 at 10:56 UTC.
The requested start date was Monday, 19 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 2-day, 8-hour, 50-minute period from Wednesday, 14 September 2022 at 01:02 UTC to Friday, 16 September 2022 at 09:53 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:
[1892] #byjus,#edtech [366] left,edtech [365] 33,husband [365] husband,father [365] father,grew [365] grew,toronto [365] toronto,friends [365] friends,nationality [365] nationality,left [365] edtech,job Top Word Pairs in Tweet in G1:
[68] #byjus,#edtech [27] general,atlantic [27] atlantic,buys [27] 15,stake [27] stake,edtech [27] edtech,kahoot [27] kahoot,valued [27] valued,152m [27] 152m,vs [27] vs,215m Top Word Pairs in Tweet in G2:
[295] #byjus,#edtech [61] #education,#edtech [32] dose,inspiration [26] tinywow,free [26] free,website [26] website,loads [26] loads,tools [26] tools,editing [26] editing,converting [26] converting,pdfs Top Word Pairs in Tweet in G3:
[365] 33,husband [365] husband,father [365] father,grew [365] grew,toronto [365] toronto,friends [365] friends,nationality [365] nationality,left [365] left,edtech [365] edtech,job [365] job,over Top Word Pairs in Tweet in G4:
[43] #education,#edtech [28] voice,recognition [24] using,python [24] python,well [24] well,done [24] #coding,#design [24] #design,#designthinking [22] #edtech,#k12 [22] #edtech,#sel [22] #edtech,#edchat Top Word Pairs in Tweet in G5:
[1411] #byjus,#edtech [195] dose,inspiration [109] inspiration,#byjus [85] amusing,facts [58] education,efa [44] byjus,#byjus [41] billion,#byjus [40] passion,powerful [40] powerful,tool [38] tool,#byjus Top Word Pairs in Tweet in G6:
[117] #byjus,#edtech [23] think,learn [22] etnowlive,#edtech [18] accélérateur,pédagogique [17] dose,inspiration [17] pédagogique,reseau_canope [17] reseau_canope,tient [17] tient,aux [17] aux,côtés [17] côtés,#edtech Top Word Pairs in Tweet in G7:
[24] #edtech,edsurge [9] #ok2ask,#teachersfirst [8] #edtech,#edutwitter [7] 15,sept [7] sept,2022 [7] pm,next [7] #edchat,#twitterchat [7] #twitterchat,teachersfirst [7] teachersfirst,topic [7] topic,fix Top Word Pairs in Tweet in G8:
[12] learningforward,projecttomorrow [10] national,educational [9] educational,technology [9] ji,soo [9] soo,song [9] song,fcc's [9] fcc's,alejandro [9] alejandro,roark [9] roark,visited [8] technology,plan Top Word Pairs in Tweet in G9:
[84] following,fastest [84] fastest,growing [84] growing,#edtech [84] #edtech,companies [84] companies,india [84] india,according [84] according,#youtube [84] #youtube,followers [84] followers,physicswallahap [84] physicswallahap,top Top Word Pairs in Tweet in G10:
[13] neat,yep [13] yep,learning [13] learning,math [13] math,way [13] way,more [13] more,fun [13] fun,using [13] using,augmented [13] augmented,reality [13] reality,i_am_artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
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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: