The graph represents a network of 6,222 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, 28 March 2022 at 10:43 UTC.
The requested start date was Monday, 28 March 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, 23-hour, 23-minute period from Friday, 25 March 2022 at 00:37 UTC to Monday, 28 March 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 : 6222
Unique Edges : 6227
Edges With Duplicates : 11234
Total Edges : 17461
Number of Edge Types : 5
Retweet : 4240
MentionsInRetweet : 6803
Tweet : 2230
Replies to : 357
Mentions : 3831
Self-Loops : 2377
Reciprocated Vertex Pair Ratio : 0.0490141472652334
Reciprocated Edge Ratio : 0.0934480195391314
Connected Components : 952
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 3819
Maximum Edges in a Connected Component : 13635
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.689424
Graph Density : 0.000243288937817084
Modularity : 0.4754
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,222 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, 28 March 2022 at 10:43 UTC.
The requested start date was Monday, 28 March 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, 23-hour, 23-minute period from Friday, 25 March 2022 at 00:37 UTC to Monday, 28 March 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:
[194] world,cup [190] fifa,world [170] #byjus,#edtech [158] official,sponsor [151] sponsor,fifa [133] #learning,#edtech [120] #edchat,#edtech [119] #education,#edtech [118] big,education [118] education,ape Top Word Pairs in Tweet in G1:
[118] big,education [118] education,ape [118] #redfored,#tbats [114] #edchat,#k12 [110] #tbats,#edchat [102] #byjus,#edtech [84] ape,top [84] 2022,#redfored [82] #k12,#learning [72] coopmike48,big Top Word Pairs in Tweet in G2:
[67] #edtech,#edutwitter [36] #edutwitter,#bett2022 [28] day,#bett2022 [26] last,day [21] #bett2022,#edtech [17] overheard,bett_show [17] bett_show,rumours [17] rumours,true [17] true,estonia [17] estonia,being Top Word Pairs in Tweet in G3:
[67] #byjus,#edtech [33] world,cup [31] fifa,world [19] edtech,firm [17] sponsor,fifa [16] official,sponsor [16] edtech,market [15] byjus,fifa [15] higher,education [15] 倍率,受験資格 Top Word Pairs in Tweet in G4:
[94] 10,ways [91] ways,evidence [91] evidence,learning [91] learning,beyond [91] beyond,test [91] test,score [91] score,kb_intl [91] kb_intl,created [91] created,part [91] part,gcouros Top Word Pairs in Tweet in G5:
[19] #educación,#education [15] juandoming,juandoming [14] #elearning,#highered [14] #highered,#edtech [14] #edtech,#womenintech [11] #education,#edtech [10] #edtech,#avtweeps [10] keynote,address [9] #elearning,#learning [9] online,learning Top Word Pairs in Tweet in G6:
[62] #edtech,#teachertwitter [61] use,chrome [61] chrome,extensions [61] extensions,take [61] take,brain [61] brain,breaks [61] breaks,diben [61] diben,#learning [61] #learning,#edtech [60] tcea,use Top Word Pairs in Tweet in G7:
[16] wbedutech,#teachertechsummit [14] teacher,tech [14] tech,summit [14] #teachertechsummit,showcased [14] showcased,importance [14] importance,#education [14] #education,intensively [14] intensively,human [14] human,interaction [14] interaction,highlighted Top Word Pairs in Tweet in G8:
[46] #edtech,#infografía [40] #hiperdoctip,semana [40] semana,tunea [40] tunea,url [40] url,compartir [40] compartir,#hiperdocumentos [40] #hiperdocumentos,puedes [40] puedes,realizar [40] realizar,estas [40] estas,acciones Top Word Pairs in Tweet in G9:
[40] india's,edtech [40] edtech,company [40] company,byju [40] byju,announced [40] announced,official [40] official,sponsor [40] sponsor,fifa [40] fifa,world [40] world,cup [40] cup,2022 Top Word Pairs in Tweet in G10:
[28] xoceqp,sebbourguignon [27] #ai,#edtech [27] sebbourguignon,enilev [26] #learning,#ai [25] 10,websites [25] websites,learn [25] learn,high [25] high,paying [25] paying,skill [25] skill,#learning 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: