The graph represents a network of 1,195 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, 21 September 2021 at 00:02 UTC.
The requested start date was Monday, 20 September 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, 16-hour, 37-minute period from Monday, 06 September 2021 at 01:46 UTC to Sunday, 19 September 2021 at 18:23 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 : 1195
Unique Edges : 942
Edges With Duplicates : 1849
Total Edges : 2791
Number of Edge Types : 5
MentionsInRetweet : 1050
Mentions : 502
Retweet : 628
Tweet : 600
Replies to : 11
Self-Loops : 612
Reciprocated Vertex Pair Ratio : 0.0621069182389937
Reciprocated Edge Ratio : 0.116950407105848
Connected Components : 332
Single-Vertex Connected Components : 175
Maximum Vertices in a Connected Component : 290
Maximum Edges in a Connected Component : 1125
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.07226
Graph Density : 0.000946854215288437
Modularity : 0.494573
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,195 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, 21 September 2021 at 00:02 UTC.
The requested start date was Monday, 20 September 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, 16-hour, 37-minute period from Monday, 06 September 2021 at 01:46 UTC to Sunday, 19 September 2021 at 18:23 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:
[85] digital,learning [82] #learning,#digitallearning [71] search,google [71] google,pro [71] pro,operators [71] operators,splashsys [71] splashsys,#edtech [71] #edtech,#learning [70] #digitallearning,#futureready [70] #futureready,#digcit Top Word Pairs in Tweet in G1:
[16] #digitallearning,#elearning [15] digital,learning [13] ह,न [13] न,द [12] #education,#learning [12] #digitallearning,#vadodara [12] #vadodara,#gujarat [11] #elearning,#education [11] #digitallearning,#learn [11] #vadodarasgurukul,#onlineclasses Top Word Pairs in Tweet in G2:
[69] search,google [69] google,pro [69] pro,operators [69] operators,splashsys [69] splashsys,#edtech [69] #edtech,#learning [69] #learning,#digitallearning [68] #digitallearning,#futureready [68] #futureready,#digcit [63] tcea,search Top Word Pairs in Tweet in G3:
[11] salon,elearn_expo [10] dernier,jour [10] #elearningexpo,#digitallearning [8] notre,stand [7] venez,rencontrer [7] #gamification,#elearningexpo [6] elearn_expo,venez [6] venez,rencontre [6] rencontre,sandrine [6] sandrine,calimet Top Word Pairs in Tweet in G4:
[4] do_kinder,dbetteracademia [4] dbetteracademia,suzanne_garrett [4] suzanne_garrett,marikasboros [4] marikasboros,proftimnoakes [4] proftimnoakes,bolderesident [4] bolderesident,truthsayerodet1 [4] truthsayerodet1,daverg47 [4] daverg47,reddit [3] will789gb,do_kinder Top Word Pairs in Tweet in G5:
[51] join,lloydsbank [43] jcpjobsplusmore,join [39] taking,place [39] 11am,12pm [37] place,monday [35] lloydsbank,webinar [35] webinar,build [35] build,personal [35] personal,brand [35] brand,taking Top Word Pairs in Tweet in G6:
[20] #elearning,#education [17] #education,#onlinelearning [17] #onlinelearning,#learning [15] #learning,#edtech [12] #online,#school [11] #edtech,#covid [10] #covid,#online [10] #school,#students [9] contests,events [9] #students,#teaching Top Word Pairs in Tweet in G7:
[20] #upskilling,#transferableskills [20] #transferableskills,#digitallearning [13] vol,16 [13] 2020,international [13] international,journal [13] journal,online [13] online,biomedical [13] biomedical,engineering [13] engineering,ijoe [13] ijoe,#elearning Top Word Pairs in Tweet in G8:
[34] #digitallearning,#edapps [34] #edapps,#edtech [20] incorporate,digital [20] digital,assessments [20] assessments,classroom [20] classroom,easily [20] easily,#breakingthecycleoflowtestscores [17] #breakingthecycleoflowtestscores,#classroomassessment [17] #classroomassessment,#digitallearning [17] #edtech,#k12 Top Word Pairs in Tweet in G9:
[9] digital,learning [8] happens,technology [8] technology,next [8] next,few [8] few,years [8] years,simply [8] simply,impact [8] impact,learning [8] learning,cause [8] cause,effect Top Word Pairs in Tweet in G10:
[4] back,using [3] creating,ipad [3] ipad,resources [3] resources,staff [3] staff,feedback [3] feedback,today [3] today,excited [3] excited,kids [3] kids,back [3] back,soon Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: