The graph represents a network of 4,254 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, 15 August 2022 at 11:02 UTC.
The requested start date was Monday, 15 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, 16-hour, 59-minute period from Thursday, 11 August 2022 at 07:00 UTC to Monday, 15 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 : 4254
Unique Edges : 3430
Edges With Duplicates : 10405
Total Edges : 13835
Number of Edge Types : 5
Mentions : 2189
Retweet : 3298
MentionsInRetweet : 4504
Replies to : 244
Tweet : 3600
Self-Loops : 3672
Reciprocated Vertex Pair Ratio : 0.0404731103308076
Reciprocated Edge Ratio : 0.077797513321492
Connected Components : 765
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2440
Maximum Edges in a Connected Component : 11046
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.433159
Graph Density : 0.000311182758684348
Modularity : 0.373991
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 4,254 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, 15 August 2022 at 11:02 UTC.
The requested start date was Monday, 15 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, 16-hour, 59-minute period from Thursday, 11 August 2022 at 07:00 UTC to Monday, 15 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:
[1807] #byjus,#edtech [239] youtube,#byjus [218] express,#byjus [214] times,india [208] #education,#edtech [194] news,times [192] india,#byjus [148] teaching,learning [133] learning,assessment [132] gave,kred Top Word Pairs in Tweet in G1:
[1692] #byjus,#edtech [239] youtube,#byjus [191] express,#byjus [190] times,india [173] news,times [170] india,#byjus [112] financial,express [104] educational,news [91] #education,#edtech [91] news,#byjus Top Word Pairs in Tweet in G2:
[45] edtech,startups [43] discuss,edtech [43] go,back [42] investors,discuss [42] back,basics [42] basics,survive [41] #byjus,#edtech [41] startups,go [31] edtech,isn [31] good,thing Top Word Pairs in Tweet in G3:
[71] #education,#edtech [34] #etcoaches,#techcoachedu [26] #edtech,#educoach [19] flash,edtech [18] #techcoachedu,#edtechcoaches [18] #edtechcoaches,#edtechcoaching [18] #edtechcoaching,#techcoach [18] #k12,#edu [17] technology,themed [16] wanted,technology Top Word Pairs in Tweet in G4:
[129] addressed,panelist [129] panelist,topic [129] topic,future [129] future,hybrid [129] hybrid,education [129] education,teaching [129] teaching,learning [129] learning,assessment [129] assessment,perspective [128] sasmitasvc,addressed Top Word Pairs in Tweet in G5:
[36] #edtech,#mieexpert [32] micro,tip [32] tip,show [32] show,type [32] type,anywhere [32] anywhere,ms [32] ms,word [32] word,#edtech [32] #mieexpert,#engchat [31] mtholfsen,micro Top Word Pairs in Tweet in G6:
[125] gave,kred [125] kred,#influence [96] eli_krumova,gave [90] #ai,#ml [86] #ml,#iot [66] #womenintech,#womeninstem [62] #influence,#stem [50] #stem,#edtech [49] #stem,#girlswhocode [48] #iot,#iotpl Top Word Pairs in Tweet in G7:
[49] pasos,diseñar [49] diseñar,proyecto [49] proyecto,#aprendizaje [49] #aprendizaje,digital [49] digital,#edtech [49] #edtech,#educación [48] netlearning20,pasos [29] herramientas,digitales [27] digitales,ayudarán [27] ayudarán,planificar Top Word Pairs in Tweet in G8:
[17] #edtech,#k12 [14] #k12,#edtech [11] #edchat,#passiondriven [11] #k12,#elemchat [11] #elemchat,#teacherquality [11] #teacherquality,#eduleaders [11] #eduleaders,#edleadership [10] brain,blast [10] robert,john [10] john,meehan Top Word Pairs in Tweet in G9:
[35] giving,opportunity [35] opportunity,undergo [35] undergo,az [35] az,400 [35] 400,microsoft [35] microsoft,training [35] training,free [35] free,cost [35] cost,register [34] cloudthat,giving Top Word Pairs in Tweet in G10:
[28] canva,giving [27] amazing,canva [27] giving,teachers [27] teachers,free [27] free,print [27] print,day [27] day,26 [27] 26,learn [27] learn,more [27] more,go 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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Top Tweeters in G10: