The graph represents a network of 1,242 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, 28 September 2021 at 00:02 UTC.
The requested start date was Monday, 27 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, 18-hour, 16-minute period from Monday, 13 September 2021 at 02:19 UTC to Sunday, 26 September 2021 at 20:35 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 : 1242
Unique Edges : 959
Edges With Duplicates : 1639
Total Edges : 2598
Number of Edge Types : 5
Retweet : 576
MentionsInRetweet : 982
Mentions : 476
Tweet : 553
Replies to : 11
Self-Loops : 560
Reciprocated Vertex Pair Ratio : 0.04858934169279
Reciprocated Edge Ratio : 0.0926756352765321
Connected Components : 348
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 180
Maximum Edges in a Connected Component : 666
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.676137
Graph Density : 0.000868085967760144
Modularity : 0.533947
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,242 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, 28 September 2021 at 00:02 UTC.
The requested start date was Monday, 27 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, 18-hour, 16-minute period from Monday, 13 September 2021 at 02:19 UTC to Sunday, 26 September 2021 at 20:35 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 : #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:
[103] digital,learning [76] #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:
[17] digital,learning [13] ह,न [13] न,द [11] #vadodarasgurukul,#onlineclasses [11] #onlineclasses,#digitallearning [11] #digitallearning,#vadodara [11] #vadodara,#gujarat [11] #digitallearning,#elearning [10] read,more [8] #edtech,#digitallearning 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:
[5] do_kinder,dbetteracademia [5] dbetteracademia,suzanne_garrett [5] suzanne_garrett,marikasboros [5] marikasboros,proftimnoakes [5] proftimnoakes,bolderesident [5] bolderesident,truthsayerodet1 [5] truthsayerodet1,daverg47 [5] daverg47,reddit [4] will789gb,do_kinder Top Word Pairs in Tweet in G4:
[33] #digitallearning,#edapps [33] #edapps,#edtech [23] incorporate,digital [23] digital,assessments [23] assessments,classroom [23] classroom,easily [23] easily,#breakingthecycleoflowtestscores [20] classroom,#digitallearning [17] implement,educational [17] educational,technology Top Word Pairs in Tweet in G5:
[10] #kidsloop,#earlyschoollearning [9] #earlyschoollearning,#school [9] #school,#education [9] #education,#learn [8] #nurseryrhymes,#kindergarten [8] #kindergarten,#digitallearning [8] #digitallearning,#onlineeducation [8] #cms,#lms [8] #lms,#follow [8] #follow,#like Top Word Pairs in Tweet in G6:
[10] #elearning,#mlearning [9] vol,16 [9] 2020,international [9] international,journal [9] journal,online [9] online,biomedical [9] biomedical,engineering [9] engineering,ijoe [9] ijoe,#elearning [9] #onlinelearning,#digitallearning 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:
[29] #elearning,#education [28] #education,#onlinelearning [21] #onlinelearning,#learning [21] #learning,#edtech [14] #online,#school [13] #distancelearning,#onlinecourses [13] #learn,#digitallearning [12] #school,#students [12] #students,#teaching [12] #teaching,#onlineclasses Top Word Pairs in Tweet in G9:
[7] #symposium,efmdnews [4] #eoccs,#learning [4] #learning,#symposium [4] #machine,#machinelearning [4] #digitaltransformation,#digitallearning [4] digital,learning [4] adoption,#digitaltransformation [4] #digitaltransformation,businesses [4] businesses,expediated [4] expediated,nickkairinos Top Word Pairs in Tweet in G10:
[8] reminder,scottish [8] scottish,educators [8] educators,running [8] running,whole [8] whole,series [8] series,free [8] free,events [8] events,behalf [8] behalf,msftscotland [7] tabletacademysc,reminder 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G9:
Top Tweeters in G10: