The graph represents a network of 1,247 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 Friday, 23 July 2021 at 00:03 UTC.
The requested start date was Monday, 19 July 2021 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, 19-hour, 43-minute period from Monday, 05 July 2021 at 00:38 UTC to Sunday, 18 July 2021 at 20:22 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 : 1247
Unique Edges : 873
Edges With Duplicates : 1530
Total Edges : 2403
Number of Edge Types : 5
Retweet : 546
MentionsInRetweet : 795
Tweet : 535
Mentions : 508
Replies to : 19
Self-Loops : 538
Reciprocated Vertex Pair Ratio : 0.039349871685201
Reciprocated Edge Ratio : 0.0757201646090535
Connected Components : 343
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 178
Maximum Edges in a Connected Component : 592
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.539521
Graph Density : 0.000781973043490573
Modularity : 0.532132
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,247 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 Friday, 23 July 2021 at 00:03 UTC.
The requested start date was Monday, 19 July 2021 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, 19-hour, 43-minute period from Monday, 05 July 2021 at 00:38 UTC to Sunday, 18 July 2021 at 20:22 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:
[90] online,learning [75] offer,free [75] learning,thrive [75] thrive,donate [75] donate,old [75] old,gadget [75] gadget,launch [75] launch,child's [75] child's,online [75] learning,journey Top Word Pairs in Tweet in G1:
[16] î,î [14] digital,learning [13] back,school [13] #school,#education [12] school,999 [12] 999,year [12] year,affordable [12] affordable,mini [12] mini,computer [12] computer,visit Top Word Pairs in Tweet in G2:
[75] learning,thrive [75] thrive,donate [75] donate,old [75] old,gadget [75] gadget,launch [75] launch,child's [75] child's,online [75] online,learning [75] learning,journey [75] journey,donate Top Word Pairs in Tweet in G3:
[75] offer,free [72] free,flexible [71] teamed,googleuk [71] googleuk,offer [71] flexible,online [71] online,training [71] training,jobseekers [71] jobseekers,contact [62] jcp,work [61] contact,jcp Top Word Pairs in Tweet in G4:
[21] #edutech,#edtech [19] #edtech,#digitallearning [17] #swayam,democratising [17] democratising,online [17] online,education [17] education,india [17] india,#edutech [17] #digitallearning,#ai [17] #ai,#ml [16] ankita_n_joshi,#swayam Top Word Pairs in Tweet in G5:
[2] do_kinder,dbetteracademia [2] dbetteracademia,suzanne_garrett [2] suzanne_garrett,marikasboros [2] marikasboros,proftimnoakes [2] proftimnoakes,bolderesident [2] bolderesident,truthsayerodet1 [2] truthsayerodet1,daverg47 [2] daverg47,reddit Top Word Pairs in Tweet in G6:
[41] #cloud,native [40] #digitallearning,technologies [39] remote,learning [39] learning,stay [39] stay,#cloud [39] native,#digitallearning [39] technologies,offer [39] offer,increased [39] increased,flexibility [39] flexibility,fewer Top Word Pairs in Tweet in G7:
[36] 25,free [36] free,digital [36] digital,escape [36] escape,rooms [36] rooms,mamateachesme [36] mamateachesme,#edtech [36] #edtech,#elemchat [36] #elemchat,#educoach [36] #educoach,#digitallearning [34] tcea,25 Top Word Pairs in Tweet in G8:
[30] #digitallearning,#edapps [30] #edapps,#edtech [18] incorporate,digital [18] digital,assessments [18] assessments,classroom [18] classroom,easily [18] easily,#breakingthecycleoflowtestscores [15] implement,educational [15] educational,technology [15] technology,modern Top Word Pairs in Tweet in G9:
[9] #elearning,#education [8] teacher,pioneers [8] pioneers,school [8] school,personalized [8] personalized,learning [8] learning,programs [8] programs,plp [8] plp,special [8] special,needs [8] needs,heroes Top Word Pairs in Tweet in G10:
[2] comprendre,votre [2] votre,navigateur [2] navigateur,google [2] google,chrome [2] chrome,youtube [2] youtube,presidencetg [2] presidencetg,cinalawson [2] cinalawson,numeriquetg Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: