The graph represents a network of 6,581 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, 21 September 2020 at 10:17 UTC.
The requested start date was Monday, 21 September 2020 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, 5-hour, 36-minute period from Thursday, 17 September 2020 at 11:58 UTC to Sunday, 20 September 2020 at 17:35 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 : 6581
Unique Edges : 5932
Edges With Duplicates : 10964
Total Edges : 16896
Number of Edge Types : 5
Replies to : 321
Retweet : 4218
MentionsInRetweet : 6238
Tweet : 2216
Mentions : 3903
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0412918108419838
Reciprocated Edge Ratio : 0.079308817013735
Connected Components : 1094
Single-Vertex Connected Components : 552
Maximum Vertices in a Connected Component : 4043
Maximum Edges in a Connected Component : 12865
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.344071
Graph Density : 0.000208484496909912
Modularity : 0.49334
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,581 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, 21 September 2020 at 10:17 UTC.
The requested start date was Monday, 21 September 2020 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, 5-hour, 36-minute period from Thursday, 17 September 2020 at 11:58 UTC to Sunday, 20 September 2020 at 17:35 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:
[148] #edtech,#edchat [136] learn,more [117] mt,mikequindazzi [115] covid,19 [110] #edchat,#edtech [109] #edtech,edsurge [106] #kubernetes,#iot [102] #iot,#python [101] #edtech,#education [97] remote,learning Top Word Pairs in Tweet in G1:
[115] mt,mikequindazzi [99] #kubernetes,#iot [95] #iot,#python [89] #100daysofcode,#edtech [85] #python,#100daysofcode [81] enabled,education [81] education,solutions [81] solutions,allowing [81] allowing,education [81] education,sector Top Word Pairs in Tweet in G2:
[32] #elearning,#edtech [28] #googleei,#googleet [22] #onlinelearning,#employeetraining [21] #employeetraining,#edtech [20] #edtech,#edtechchat [20] #ditchbook,#tlap [19] remote,learning [19] #education,#edchat [19] googleforedu,certified [19] certified,coach Top Word Pairs in Tweet in G3:
[21] #edtech,#education [20] #education,#edtech [18] #elearning,#edtech [14] covid,19 [14] learn,more [14] #edtech,#edchat [12] #edchat,#edtech [11] calling,#online [11] #online,#teachers [11] #teachers,#coaches Top Word Pairs in Tweet in G4:
[79] quick,tip [74] tip,video [70] mtholfsen,quick [63] one,stop [63] stop,shop [63] we've,launched [63] edu,needs [57] mtholfsen,#microsoftteams [56] #microsoftteams,meetings [55] video,use Top Word Pairs in Tweet in G5:
[99] #edtech,edsurge [37] learn,more [37] more,effectively [37] effectively,take [37] take,more [37] more,breaks [37] breaks,research [37] research,suggests [35] suggests,#edtech [32] learning,zoom Top Word Pairs in Tweet in G6:
[28] book,creator [17] learning,home [17] home,mean [17] mean,students [17] students,work [17] work,together [17] together,check [17] check,34 [17] 34,tools [17] tools,list Top Word Pairs in Tweet in G7:
[20] #edtech,#edchat [18] one,newest [18] newest,media4math [18] media4math,resources [16] #math,#edu [16] #edu,#edtech [16] #edtech,co [14] #edchat,#edtech [13] #math,#techtalk [13] #techtalk,#iphone Top Word Pairs in Tweet in G8:
[42] #edtech,#stemed [24] #elgizmos,#edtech [22] learn,more [20] #stemed,#remotelearning [19] check,free [19] check,valuable [19] valuable,#edtech [19] #edtech,#learn4life [19] #learn4life,tweets [19] tweets,torreytrust Top Word Pairs in Tweet in G9:
[24] #elearning,#mlearning [23] #edtech,#edchat [22] #education,#edtech [20] #educación,#education [19] #highered,#highereducation [18] #pedagogy,#pedagogía [18] #pedagogy,#pedagogie [16] #education,#educación [13] #educación,#edtech [13] #pedagogie,#pedagogía Top Word Pairs in Tweet in G10:
[7] #comingsoon,imaginez [7] imaginez,créer [7] créer,propres [7] propres,cubes [7] cubes,connectés [7] connectés,jeu [7] jeu,#lilémo [7] #lilémo,travailler [7] travailler,construction [7] construction,phrases 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: