The graph represents a network of 1,152 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 October 2021 at 00:02 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 17-hour, 50-minute period from Monday, 20 September 2021 at 04:23 UTC to Sunday, 03 October 2021 at 22:14 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 : 1152
Unique Edges : 818
Edges With Duplicates : 1485
Total Edges : 2303
Number of Edge Types : 5
Retweet : 523
MentionsInRetweet : 733
Tweet : 525
Mentions : 506
Replies to : 16
Self-Loops : 528
Reciprocated Vertex Pair Ratio : 0.058597502401537
Reciprocated Edge Ratio : 0.11070780399274
Connected Components : 338
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 183
Maximum Edges in a Connected Component : 655
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.036836
Graph Density : 0.000831100974997587
Modularity : 0.501038
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,152 Twitter users whose tweets in the requested range contained "#DigitalLearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 05 October 2021 at 00:02 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 17-hour, 50-minute period from Monday, 20 September 2021 at 04:23 UTC to Sunday, 03 October 2021 at 22:14 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 : #DigitalLearning
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:
[84] digital,learning [54] #education,#onlinelearning [47] #elearning,#digitallearning [45] #elearning,#education [36] #learning,#edtech [35] #onlinelearning,#learning [32] #digitallearning,#edapps [32] #edapps,#edtech [28] #digitallearning,#education [27] #onlinelearning,#digitallearning Top Word Pairs in Tweet in G1:
[23] digital,learning [13] find,faqs [13] faqs,related [13] share,doubts [13] doubts,esb [13] esb,icai [13] icai,#digitallearning [13] #digitallearning,#ethicalstandardsboard [13] #ethicalstandardsboard,#ethics [13] #ethics,#icaiesb Top Word Pairs in Tweet in G2:
[32] #digitallearning,#edapps [32] #edapps,#edtech [19] implement,educational [19] educational,technology [19] technology,modern [19] modern,classroom [19] classroom,#digitallearning [18] incorporate,digital [18] digital,assessments [18] assessments,classroom Top Word Pairs in Tweet in G3:
[3] do_kinder,dbetteracademia [3] dbetteracademia,suzanne_garrett [3] suzanne_garrett,marikasboros [3] marikasboros,proftimnoakes [3] proftimnoakes,bolderesident [3] bolderesident,truthsayerodet1 [3] truthsayerodet1,daverg47 [3] daverg47,reddit [2] will789gb,do_kinder Top Word Pairs in Tweet in G4:
[17] find,more [13] free,online [13] learn,top [13] top,skills [13] skills,need [13] need,career [13] career,find [11] online,courses [11] more,involved [11] involved,world Top Word Pairs in Tweet in G5:
[39] #elearning,#education [38] #education,#onlinelearning [30] #learning,#edtech [29] #onlinelearning,#learning [23] #edtech,#covid [23] #covid,#online [23] #online,#school [23] #school,#students [23] #students,#teaching [23] #teaching,#onlineclasses Top Word Pairs in Tweet in G6:
[9] delighted,announce [9] announce,awarded [9] awarded,digital [9] digital,schools [9] schools,award [9] award,recognition [9] recognition,work [9] work,digital [8] waberdeenshire,delighted [5] first,blc's Top Word Pairs in Tweet in G7:
[7] report,#digitallearning [6] unbbcom,2021 [6] 2021,working [6] working,group [6] group,report [6] #digitallearning,introduces [6] introduces,factors [6] factors,make [6] make,hybrid [6] hybrid,learning Top Word Pairs in Tweet in G8:
[11] #elearning,#mlearning [8] #elearning,#onlinelearning [8] #mlearning,#blearning [7] #digitallearning,#onlinelearning [7] #onlinelearning,#digitallearning [7] #blearning,#digitallearning [6] creating,responsive [6] responsive,elearning [6] elearning,fred [6] fred,amit Top Word Pairs in Tweet in G9:
[21] #elearning,#digitallearning [18] #digitallearning,#learninganddevelopment [13] #learninganddevelopment,#traininganddevelopment [12] #traininganddevelopment,#employeetraining [11] dominknow,one [10] #authoringtool,#authoringtools [9] one,summer [9] summer,2021 [9] 2021,feature [9] feature,release Top Word Pairs in Tweet in G10:
[17] #edtech,#arvrinedu [17] #arvrinedu,#digitallearning [15] #innovation,#edtech [14] #digitallearning,#education [9] learn,more [6] dr_sippi,incorporate [6] incorporate,digital [6] digital,assessments [6] assessments,classroom [6] classroom,easily Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G8:
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: