The graph represents a network of 659 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, 05 September 2022 at 01:16 UTC.
The requested start date was Monday, 05 September 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, 30-minute period from Monday, 22 August 2022 at 00:15 UTC to Sunday, 04 September 2022 at 06:46 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 : 659
Unique Edges : 380
Edges With Duplicates : 986
Total Edges : 1366
Number of Edge Types : 5
Tweet : 371
Retweet : 361
MentionsInRetweet : 442
Mentions : 186
Replies to : 6
Self-Loops : 374
Reciprocated Vertex Pair Ratio : 0.0472589792060491
Reciprocated Edge Ratio : 0.0902527075812274
Connected Components : 223
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 102
Maximum Edges in a Connected Component : 391
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.936758
Graph Density : 0.00127761045334416
Modularity : 0.446853
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 659 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, 05 September 2022 at 01:16 UTC.
The requested start date was Monday, 05 September 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, 30-minute period from Monday, 22 August 2022 at 00:15 UTC to Sunday, 04 September 2022 at 06:46 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:
[51] digital,learning [24] #distancelearning,#digitallearning [20] #elearning,#digitallearning [19] ve,using [19] using,byju [19] byju,learning [19] learning,app [19] app,years [19] years,lessons [19] lessons,very Top Word Pairs in Tweet in G1:
[16] digital,learning [15] #elearning,#digitallearning [15] download,teach [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:
[17] #onlinelearning,#homeschooling [15] questions,#onlinelearning [15] #homeschooling,answers [13] #distancelearning,#digitallearning [12] parents4support,questions [12] adriane,thompson [12] parent,exchange [11] answers,back [11] back,school [11] school,ask Top Word Pairs in Tweet in G3:
[8] #digitallearning,#educators [8] #educators,#teachers [8] #teachers,#edtech [7] #computerscienceeducation,#cscareers [7] #cscareers,#digitallearning [7] second,phase [7] phase,cfp [7] cfp,dlac [7] dlac,still [7] still,open Top Word Pairs in Tweet in G4:
[14] #edtech,#education [14] #education,#technology [14] #technology,#k12 [14] #k12,#schools [12] #tataclassedge,#edtech [10] #schools,#nep2020 [9] #nep2020,#principal [9] #principal,#icse [9] #icse,#cbse [9] #learning,#digitallearning Top Word Pairs in Tweet in G5:
[19] ve,using [19] using,byju [19] byju,learning [19] learning,app [19] app,years [19] years,lessons [19] lessons,very [19] very,interactive [19] interactive,creative [18] daravath1988,ve Top Word Pairs in Tweet in G6:
[6] love,job [6] job,another [6] another,year [6] year,supporting [6] supporting,teachers [6] teachers,students [6] students,school [6] school,embed [6] embed,#digitallearning [5] vipulasharma1,love Top Word Pairs in Tweet in G7:
[15] find,secure [15] secure,perfect [15] perfect,job [15] job,help [15] help,lloydsbank [15] lloydsbank,whether [15] whether,starting [15] starting,looking [15] looking,change [14] change,#lloydsbankacademy Top Word Pairs in Tweet in G8:
[10] #globallearning,#takingaction [9] teachers,more [9] more,info [9] info,book [9] book,place [9] place,see [9] see,link [9] link,bio [9] bio,bookings [9] bookings,decsy Top Word Pairs in Tweet in G9:
[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 G10:
[5] impressed,s1 [5] s1,ict [5] ict,skills [5] skills,far [5] far,made [5] made,great [5] great,start [5] start,admin [5] admin,unit [4] snhsbused,impressed Top Replied-To in Entire Graph:
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:
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Top Tweeters in G9:
Top Tweeters in G10: