The graph represents a network of 526 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, 11 July 2022 at 01:16 UTC.
The requested start date was Monday, 11 July 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 11-day, 6-hour, 5-minute period from Monday, 27 June 2022 at 01:04 UTC to Friday, 08 July 2022 at 07:10 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 : 526
Unique Edges : 299
Edges With Duplicates : 866
Total Edges : 1165
Number of Edge Types : 5
Tweet : 370
Retweet : 274
MentionsInRetweet : 338
Mentions : 179
Replies to : 4
Self-Loops : 373
Reciprocated Vertex Pair Ratio : 0.0446650124069479
Reciprocated Edge Ratio : 0.0855106888361045
Connected Components : 194
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 335
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.462113
Graph Density : 0.00152453376787978
Modularity : 0.405597
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 526 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, 11 July 2022 at 01:16 UTC.
The requested start date was Monday, 11 July 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 11-day, 6-hour, 5-minute period from Monday, 27 June 2022 at 01:04 UTC to Friday, 08 July 2022 at 07:10 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:
[68] #elearning,#education [63] #online,#teaching [62] #education,#onlinelearning [55] #learn,#online [54] #training,#distancelearning [53] #students,#onlineclasses [53] #onlineclasses,#training [52] #teaching,#students [47] digital,learning [39] #onlinelearning,#learn Top Word Pairs in Tweet in G1:
[28] î,î [18] #learn,aspect [18] aspect,#designing [18] #designing,#landingpage [18] #landingpage,higher [18] #paid,#affiliate [12] creating,high [12] high,converting [12] converting,landing [12] landing,#learn Top Word Pairs in Tweet in G2:
[28] #elearning,#education [28] #online,#teaching [27] #education,#onlinelearning [24] #training,#distancelearning [20] #learn,#online [18] #students,#onlineclasses [18] #onlineclasses,#training [17] ravishingtalent,#elearning [17] #teaching,#students [14] #onlinelearning,#learning Top Word Pairs in Tweet in G3:
[40] #elearning,#education [35] #education,#onlinelearning [35] #learn,#online [35] #online,#teaching [35] #teaching,#students [35] #students,#onlineclasses [35] #onlineclasses,#training [30] #training,#distancelearning [26] #distancelearning,#digitallearning [26] #digitallearning,#onlineeducation Top Word Pairs in Tweet in G4:
[8] #docimologie,l'art [8] l'art,l'ã [8] l'ã,valuation [8] valuation,mot [8] mot,trã [8] trã,connu [8] connu,concept [8] concept,utile [8] utile,#formation [8] #formation,#elearning Top Word Pairs in Tweet in G5:
[7] #broadband,advocacy [7] advocacy,aims [7] aims,equip [7] equip,60 [7] 60,youth [7] youth,adults [7] adults,minimum [7] minimum,level [7] level,#digitalskills [7] #digitalskills,2025 Top Word Pairs in Tweet in G6:
[3] icymi,webinar [3] webinar,#digitallearning [3] #digitallearning,centernyc [3] centernyc,kirisoares [3] kirisoares,bengrossmaned [3] bengrossmaned,tomliamlynch [3] tomliamlynch,afsenyc [3] afsenyc,thenewschool [2] insideschools,icymi [2] thenewschool,urbâ Top Word Pairs in Tweet in G7:
[14] digital,learning [8] noah,co [8] co,founder [8] founder,thekoacademy [8] thekoacademy,kutv_kenya [7] covid,19 [7] 19,wake [7] wake,call [7] call,made [7] made,realize Top Word Pairs in Tweet in G8:
[6] learning,news [4] insights,report [3] lnwire,learning [3] news,bulletin [3] bulletin,ve [3] ve,shift [3] shift,attitudes [3] attitudes,learning [3] learning,10 [3] 10,more Top Word Pairs in Tweet in G9:
[10] #elearning,#learninganddevelopment [6] #learninganddevelopment,#digitallearning [6] ÿ,ÿ [5] #digitallearning,#traininganddevelopment [4] #learninganddevelopment,#traininganddevelopment [4] #traininganddevelopment,#digitallearning [3] digital,learning [3] learning,solutions [3] solutions,empowering [3] empowering,educators Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: