The graph represents a network of 6,052 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, 07 March 2022 at 11:42 UTC.
The requested start date was Monday, 07 March 2022 at 01:01 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, 10-hour, 52-minute period from Tuesday, 01 March 2022 at 23:00 UTC to Friday, 04 March 2022 at 09:52 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 : 6052
Unique Edges : 6306
Edges With Duplicates : 12134
Total Edges : 18440
Number of Edge Types : 5
Retweet : 4736
MentionsInRetweet : 7768
Tweet : 1824
Mentions : 3776
Replies to : 336
Self-Loops : 1920
Reciprocated Vertex Pair Ratio : 0.0370487317124513
Reciprocated Edge Ratio : 0.0714503196995839
Connected Components : 795
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 4310
Maximum Edges in a Connected Component : 15872
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.11979
Graph Density : 0.000269055832211835
Modularity : 0.450365
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,052 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, 07 March 2022 at 11:42 UTC.
The requested start date was Monday, 07 March 2022 at 01:01 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, 10-hour, 52-minute period from Tuesday, 01 March 2022 at 23:00 UTC to Friday, 04 March 2022 at 09:52 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:
[238] ed,tech [229] reading,coach [194] learn,more [142] #education,#edtech [121] #edchat,#edtech [121] #edtech,#edutwitter [116] reading,progress [109] #edtech,#learning [107] #edtech,#education [105] tech,madness Top Word Pairs in Tweet in G1:
[53] #edchat,#edtech [43] learn,more [40] #edtech,edsurge [35] #edtech,#edtechchat [31] activity,pack [30] #edtech,#homeschool [27] #edtech,tools [26] ed,tech [25] #edtech,#edchat [25] #edtech,#education Top Word Pairs in Tweet in G2:
[86] ed,tech [80] tech,madness [80] madness,2022 [73] welcome,ed [73] 2022,round [73] round,begins [73] begins,each [73] each,round [73] round,winners [73] winners,100 Top Word Pairs in Tweet in G3:
[20] edtech,startup [14] #edtech,#education [10] 倍率,受験資格 [10] #教員採用試験,#教採 [9] learn,more [8] #education,#edtech [8] ed,tech [8] edtech,company [7] #highered,#edtech [7] #edtech,#edtechchat Top Word Pairs in Tweet in G4:
[57] #ai,#ml [47] #digitalmarketing,#artificialintelligence [47] #artificialintelligence,#robots [47] #robots,#nlp [47] #nlp,#industry40 [47] #industry40,#tech [47] #tech,#influence [47] #influence,#stemed [38] gave,kred [38] kred,#influence Top Word Pairs in Tweet in G5:
[36] #education,#edtech [34] big,education [34] education,ape [34] #redfored,#tbats [32] learn,more [32] #tbats,#edchat [32] #edchat,#k12 [30] #k12,#learning [30] #edtech,#engchat [27] ape,top Top Word Pairs in Tweet in G6:
[49] #education,#edtech [32] #edtech,#education [20] #edtech,#k12 [17] learn,more [17] booth,620 [16] #sel,#edtech [14] #edtech,#edchat [13] #education,#edchat [13] toniesus,levarburton [13] live,story Top Word Pairs in Tweet in G7:
[93] pro,operators [93] operators,splashsys [93] splashsys,#edtech [92] #edtech,#edutwitter [91] googling,tough [91] tough,become [91] become,pro [91] #edutwitter,#techtips [88] tcea,googling [74] #edtech,#learning Top Word Pairs in Tweet in G8:
[172] reading,coach [72] reading,progress [58] huge,news [58] news,announcing [58] announcing,reading [58] coach,tool [58] tool,students [58] students,use [58] use,personalized [58] personalized,reading Top Word Pairs in Tweet in G9:
[18] avis,aux [12] intéressé,par [10] visite,direction [10] direction,oreka [10] oreka,oreka_group [10] oreka_group,l'atelier [10] l'atelier,canopé [10] canopé,canope_14 [10] canope_14,échanges [10] échanges,constructifs Top Word Pairs in Tweet in G10:
[101] bancos,imágenes [100] tus,proyectos [100] proyectos,utiliza [100] utiliza,imágenes [100] imágenes,libres [100] libres,derechos [100] derechos,autor [100] autor,puedes [100] puedes,descargarlas [100] descargarlas,diversos Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: