The graph represents a network of 637 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 Monday, 29 August 2022 at 01:16 UTC.
The requested start date was Monday, 29 August 2022 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, 6-hour, 29-minute period from Monday, 15 August 2022 at 00:31 UTC to Sunday, 28 August 2022 at 07:00 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 : 637
Unique Edges : 382
Edges With Duplicates : 954
Total Edges : 1336
Number of Edge Types : 5
Mentions : 199
Retweet : 336
MentionsInRetweet : 411
Tweet : 382
Replies to : 8
Self-Loops : 389
Reciprocated Vertex Pair Ratio : 0.0492125984251969
Reciprocated Edge Ratio : 0.0938086303939962
Connected Components : 223
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 337
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.515216
Graph Density : 0.00131562058785778
Modularity : 0.443085
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 637 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 Monday, 29 August 2022 at 01:16 UTC.
The requested start date was Monday, 29 August 2022 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, 6-hour, 29-minute period from Monday, 15 August 2022 at 00:31 UTC to Sunday, 28 August 2022 at 07:00 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:
[59] digital,learning [29] online,learning [29] #distancelearning,#digitallearning [25] learn,more [20] #onlinelearning,#digitallearning [19] check,link [18] #digitallearning,#onlinetraining [17] #elearning,#digitallearning [16] download,teach [15] #onlinelearning,#learning Top Word Pairs in Tweet in G1:
[16] download,teach [14] #summerchallenge,#procreatequotes [14] #procreatequotes,#digitallearning [14] creating,high [14] high,converting [14] converting,landing [14] landing,#learn [14] #learn,aspect [14] aspect,#designing [14] #designing,#landingpage Top Word Pairs in Tweet in G2:
[19] #distancelearning,#digitallearning [19] check,link [12] online,learning [12] back,school [11] learn,more [11] #onlinelearning,#learning [11] #learning,#edtech [10] parent,support [10] support,online [10] questions,#onlinelearning Top Word Pairs in Tweet in G3:
[5] looking,forward [4] forward,leading [3] leading,#digitallearning [3] #digitallearning,workshop [3] ismonaco,googleforedu [3] embark,challenge [3] challenge,creating [3] creating,sustainable [3] sustainable,digital [3] digital,strategy Top Word Pairs in Tweet in G4:
[12] #tataclassedge,#edtech [12] #edtech,#education [12] #education,#technology [12] #technology,#k12 [12] #k12,#schools [10] #schools,#nep2020 [10] #nep2020,#principal [10] #principal,#icse [10] #icse,#cbse [6] #cbse,#indianschools Top Word Pairs in Tweet in G5:
[6] oeb,2022 [6] 2022,conference [6] conference,keynote [6] keynote,speakers [6] speakers,highlight [6] highlight,learning [6] learning,news [6] news,#edtech [6] #edtech,#digitallearning [6] #digitallearning,#oeb22 Top Word Pairs in Tweet in G6:
[11] good,news [11] news,#startups [11] #startups,#buildingsynergies [11] #buildingsynergies,course [11] course,designed [11] designed,help [11] help,#startups [11] #startups,mobile [11] mobile,network [11] network,operators Top Word Pairs in Tweet in G7:
[8] love,wall [8] wall,planner [8] planner,great [8] great,teachers [8] teachers,highlights [8] highlights,global [8] global,days [8] days,annual [8] annual,events [8] events,enjoy Top Word Pairs in Tweet in G8:
[10] #distancelearning,#digitallearning [9] #onlineclasses,#students [9] #students,#onlinecourses [9] #onlinecourses,#training [9] #training,#distancelearning [8] #digitallearning,#onlinetraining [8] #onlinetraining,#edchat [8] #edchat,#technology [8] #technology,#onlineeducation [8] #onlineeducation,#teacher Top Word Pairs in Tweet in G9:
[9] find,secure [9] secure,perfect [9] perfect,job [9] job,help [9] help,lloydsbank [9] lloydsbank,whether [9] whether,starting [9] starting,looking [9] looking,change [8] change,#lloydsbankacademy Top Word Pairs in Tweet in G10:
[5] members,arizona [5] arizona,senate [5] senate,congress [5] congress,academic [5] academic,leaders [5] leaders,industry [5] industry,experts [5] experts,gathered [5] gathered,tuesday [5] tuesday,asu's Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: