The graph represents a network of 667 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, 12 September 2022 at 01:16 UTC.
The requested start date was Monday, 12 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, 4-hour, 51-minute period from Monday, 29 August 2022 at 02:10 UTC to Sunday, 11 September 2022 at 07:02 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 : 667
Unique Edges : 405
Edges With Duplicates : 907
Total Edges : 1312
Number of Edge Types : 5
Tweet : 387
Retweet : 327
MentionsInRetweet : 399
Mentions : 192
Replies to : 7
Self-Loops : 393
Reciprocated Vertex Pair Ratio : 0.0463320463320463
Reciprocated Edge Ratio : 0.0885608856088561
Connected Components : 241
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 163
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.294468
Graph Density : 0.00122011066538803
Modularity : 0.465386
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 667 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, 12 September 2022 at 01:16 UTC.
The requested start date was Monday, 12 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, 4-hour, 51-minute period from Monday, 29 August 2022 at 02:10 UTC to Sunday, 11 September 2022 at 07:02 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:
[39] digital,learning [19] #distancelearning,#digitallearning [19] learn,more [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:
[15] download,teach [13] know,inside [13] inside,packs [13] packs,#cfore [13] #cfore,#digitallearning [13] #digitallearning,#scottishprimaryeducation [13] #scottishprimaryeducation,#immediatedownload [13] #immediatedownload,#smartboardready [13] #smartboardready,#papersaving [13] #papersaving,#planningsorted Top Word Pairs in Tweet in G2:
[13] parent,exchange [9] #elearning,#onlinelearning [8] second,phase [8] phase,cfp [8] cfp,dlac [8] dlac,still [8] still,open [8] open,until [8] until,september [8] september,sessions Top Word Pairs in Tweet in G3:
[4] love,job [4] job,another [4] another,year [4] year,supporting [4] supporting,teachers [4] teachers,students [4] students,school [4] school,embed [4] embed,#digitallearning [4] staff,taken Top Word Pairs in Tweet in G4:
[13] #education,#technology [12] #edtech,#education [12] #technology,#k12 [11] #learning,#digitallearning [10] #tataclassedge,#edtech [10] #k12,#schools [9] #nep2020,#principal [8] #principal,#icse [8] #schools,#nep2020 [7] #icse,#cbse 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:
[4] #equity,#digitallearning [4] check,exciting [4] exciting,partnership [4] partnership,between [4] between,wcet_info [4] wcet_info,annual [4] annual,summit [4] summit,women [4] women,elearning [4] poverty,affected Top Word Pairs in Tweet in G7:
[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] excited,announce Top Word Pairs in Tweet in G8:
[13] published,brings [13] brings,together [13] together,#backtoschool [13] #backtoschool,learning [13] learning,resources [13] resources,tvo [13] tvo,one [13] one,highlight [12] seanminogue,published [12] highlight,tvomathifyâ Top Word Pairs in Tweet in G9:
[5] stunning,educational [5] educational,video [5] video,game [5] game,brings [5] brings,students [5] students,inside [5] inside,thoreauâ [5] thoreauâ,waldenâ [5] waldenâ,matthewfarber [4] uscgamelab,stunning Top Word Pairs in Tweet in G10:
[2] digilearnscot,#digitallearning [2] nldigitalschool,digilearnscot [2] read,along [2] pe,lesson Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: