The graph represents a network of 938 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, 25 January 2022 at 01:01 UTC.
The requested start date was Monday, 24 January 2022 at 01:01 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 12-day, 1-hour, 55-minute period from Monday, 10 January 2022 at 04:45 UTC to Saturday, 22 January 2022 at 06:41 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 : 938
Unique Edges : 649
Edges With Duplicates : 1419
Total Edges : 2068
Number of Edge Types : 5
Retweet : 481
MentionsInRetweet : 646
Tweet : 486
Mentions : 441
Replies to : 14
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0543981481481481
Reciprocated Edge Ratio : 0.103183315038419
Connected Components : 273
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 292
Maximum Edges in a Connected Component : 1022
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.392252
Graph Density : 0.00103651585038673
Modularity : 0.452564
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 938 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, 25 January 2022 at 01:01 UTC.
The requested start date was Monday, 24 January 2022 at 01:01 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 12-day, 1-hour, 55-minute period from Monday, 10 January 2022 at 04:45 UTC to Saturday, 22 January 2022 at 06:41 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:
[87] #elearning,#digitallearning [69] #programming,#thetechdestiny [69] #thetechdestiny,#thetechdestinylife [57] digital,learning [50] #thetechdestinylife,#theechdestiny [36] #education,#elearning [33] #elearning,#education [31] learn,more [27] #digitallearning,#learninganddevelopment [24] #edtech,#education Top Word Pairs in Tweet in G1:
[23] dudas,contáctanos [23] contáctanos,312 [21] tienes,dudas [21] 312,491 [21] 491,4790 [21] 4790,#elearning [18] #elearning,#education [14] digital,learning [13] #elearning,#digitallearning [13] #students,#digitallearning Top Word Pairs in Tweet in G2:
[13] #distancelearning,#digitallearning [12] #elearning,#education [12] #education,#onlinelearning [11] #elearning,#onlinelearning [10] #onlinelearning,#digitallearning [9] #onlinelearning,#edtech [9] #edtech,#digitallearning [8] 2022,dlc [8] digital,learning [8] excited,ghartman Top Word Pairs in Tweet in G3:
[10] higher,history [5] reminder,higher [5] history,masterclass [5] masterclass,taking [5] taking,place [5] place,higher [5] history,team [5] team,love [5] love,streaming [4] wchshumanities,reminder Top Word Pairs in Tweet in G4:
[63] #programming,#thetechdestiny [63] #thetechdestiny,#thetechdestinylife [47] #thetechdestinylife,#theechdestiny [32] #elearning,#digitallearning [30] #education,#elearning [22] #digitallearning,#webdesign [21] #theechdestiny,#datascience [18] #edtech,#education [11] #theechdestiny,#rrbntpc_1student_1result [11] #rrbntpc_1student_1result,#backend Top Word Pairs in Tweet in G5:
[3] today,interviewed [3] interviewed,paramedics [3] paramedics,people [3] people,help [3] help,topic [3] topic,360 [3] 360,vr [3] vr,natalie [3] natalie,siobhan [3] siobhan,fantastic Top Word Pairs in Tweet in G6:
[9] offers,free [7] free,online [7] online,courses [6] openuniversity,offers [6] free,courses [6] courses,#dwp [6] #dwp,customers [6] customers,help [6] help,finding [6] finding,job Top Word Pairs in Tweet in G7:
[8] week's,#wednesdaywisdom [8] #wednesdaywisdom,let's [8] let's,take [8] take,look [8] look,rising [8] rising,hr [8] hr,trends [8] trends,chros [8] chros,adopt [8] adopt,2022 Top Word Pairs in Tweet in G8:
[20] #upskilling,#transferableskills [20] #transferableskills,#digitallearning [11] ecom,building [11] building,fantastic [11] fantastic,#partner [11] #partner,community [11] community,looking [11] looking,#learntech [11] #learntech,#edtech [11] #edtech,partners Top Word Pairs in Tweet in G9:
[21] #elearning,#digitallearning [14] #nytra,#springhubpublishing [12] #springhubpublishing,#beyondjustbooks [9] #beyondjustbooks,#elearning [8] 2446892,263 [8] 263,712 [8] 712,465 [8] 465,920 [7] #springupbooks,#family [6] #learninganddevelopment,#digitallearning Top Word Pairs in Tweet in G10:
[6] moderated,drjesswilliams [5] please,join [5] join,critical [5] critical,conversation [5] conversation,moderated [5] drjesswilliams,everylearnernet [5] everylearnernet,including [5] kristen,fox [4] including,kristen [4] #equity,#digitallearning Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: