The graph represents a network of 1,035 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, 29 March 2022 at 00:02 UTC.
The requested start date was Monday, 28 March 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, 20-hour, 3-minute period from Monday, 14 March 2022 at 03:41 UTC to Sunday, 27 March 2022 at 23:45 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 : 1035
Unique Edges : 769
Edges With Duplicates : 1532
Total Edges : 2301
Number of Edge Types : 5
Retweet : 496
MentionsInRetweet : 776
Tweet : 509
Mentions : 505
Replies to : 15
Self-Loops : 518
Reciprocated Vertex Pair Ratio : 0.0730282375851996
Reciprocated Edge Ratio : 0.136116152450091
Connected Components : 292
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 324
Maximum Edges in a Connected Component : 995
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.204187
Graph Density : 0.00102972369392351
Modularity : 0.48848
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,035 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, 29 March 2022 at 00:02 UTC.
The requested start date was Monday, 28 March 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, 20-hour, 3-minute period from Monday, 14 March 2022 at 03:41 UTC to Sunday, 27 March 2022 at 23:45 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:
[94] digital,learning [41] register,#digitallearning [36] #elearning,#digitallearning [32] online,learning [32] find,more [28] #onlinelearning,#digitallearning [27] click,link [25] time,update [25] update,cv [25] cv,learn Top Word Pairs in Tweet in G1:
[22] digital,learning [12] #décoderledigital,#digitallearning [10] #digitallearning,#elearning [10] #formation,#digitallearning [10] #edtech,#digitallearning [10] #onlinelearning,#digitallearning [8] #elearning,#digitallearning [7] #education,#onlinelearning [7] #digitallearning,#worldschool [6] #learning,#training Top Word Pairs in Tweet in G2:
[17] online,learning [13] #onlinelearning,#digitallearning [10] personalized,education [10] education,learning [10] #digitallearning,#distancelearning [8] families,know [7] maryland,families [7] parent,exchange [7] learning,pods [7] field,better Top Word Pairs in Tweet in G3:
[38] register,#digitallearning [23] time,update [23] update,cv [23] cv,learn [23] learn,write [23] write,cv [23] cv,using [23] using,cv [23] cv,assist [23] assist,free Top Word Pairs in Tweet in G4:
[12] immersive,classroom [12] classroom,loved [12] loved,digilearnscot [12] digilearnscot,session [7] using,bookcreatorapp [6] accessibility,tasks [6] tasks,immersive [6] session,bookcreatorapp [6] bookcreatorapp,adapted [6] adapted,digital Top Word Pairs in Tweet in G5:
[14] digital,learning [9] #programming,#thetechdestiny [7] #thetechdestiny,#thetechdestinylife [6] primary,school [6] school,#teacher [6] #teacher,mrdalelawson [6] stand,nh11 [5] #thetechdestinylife,#theechdestiny [5] #theechdestiny,#datascience [5] #datascience,#backend Top Word Pairs in Tweet in G6:
[15] #elearning,#digitallearning [12] #learninganddevelopment,#digitallearning [11] #elearning,#learninganddevelopment [11] play,store [10] #learning,#assessment [10] #assessment,products [10] products,available [10] available,cloud [10] cloud,12 [10] 12,government Top Word Pairs in Tweet in G7:
[10] 24,mars [9] 22,23 [9] 23,24 [7] salons,solutions_rh [7] solutions_rh,elearn_expo [7] elearn_expo,reviennent [7] reviennent,paris [7] paris,22 [7] mars,parler [7] parler,#formpro Top Word Pairs in Tweet in G8:
[23] young,people [22] people,learn [21] digitalxtrafund,helping [21] learn,key [18] helping,scotland's [18] scotland's,young [18] digital,skills [17] proud,supporting [17] supporting,digitalxtrafund [17] key,digital Top Word Pairs in Tweet in G9:
[6] hourofcode,#danceparty [6] #digitallearning,#digitalskills [6] road,#teachertechsummit [6] #teachertechsummit,join [6] join,#twitterchat [6] #twitterchat,discuss [6] discuss,#teaching [6] #teaching,#technology [6] #technology,#digitallearning [5] using,hourofcode Top Word Pairs in Tweet in G10:
[3] first,fossil [3] fossil,installed [3] installed,#virtualcretaceous [3] #virtualcretaceous,learning [3] learning,world [3] world,made [3] made,information [3] information,card [3] card,fossil [3] #edtech,#digitallearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: