The graph represents a network of 642 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, 05 December 2022 at 02:16 UTC.
The requested start date was Monday, 05 December 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 13-day, 1-hour, 31-minute period from Monday, 21 November 2022 at 04:14 UTC to Sunday, 04 December 2022 at 05:45 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 : 642
Unique Edges : 411
Edges With Duplicates : 846
Total Edges : 1257
Number of Edge Types : 5
Retweet : 289
MentionsInRetweet : 372
Tweet : 357
Mentions : 231
Replies to : 8
Self-Loops : 361
Reciprocated Vertex Pair Ratio : 0.0589390962671906
Reciprocated Edge Ratio : 0.111317254174397
Connected Components : 222
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 118
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.238553
Graph Density : 0.00130977201704891
Modularity : 0.47042
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 642 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, 05 December 2022 at 02:16 UTC.
The requested start date was Monday, 05 December 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 13-day, 1-hour, 31-minute period from Monday, 21 November 2022 at 04:14 UTC to Sunday, 04 December 2022 at 05:45 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:
[49] digital,learning [27] online,learning [23] find,job [21] #learn,aspect [21] creating,high [21] converting,landing [21] high,converting [21] #designing,#landingpage [21] aspect,#designing [21] landing,#learn Top Word Pairs in Tweet in G1:
[16] download,teach [13] inside,packs [13] #scottishprimaryeducation,#immediatedownload [13] #over100titles,#timesaving [13] #digitallearning,#scottishprimaryeducation [13] #planningsorted,#over100titles [13] know,inside [13] #papersaving,#planningsorted [13] #cfore,#digitallearning [13] #smartboardready,#papersaving Top Word Pairs in Tweet in G2:
[12] one,#oeb22 [8] #oeb22,pre [8] buzzing,today [8] workshops,buzzing [8] conference,workshops [8] sets,tone [8] day,one [8] pre,conference [8] tone,coming [8] today,sets Top Word Pairs in Tweet in G3:
[23] find,job [15] free,training [13] advance,career [13] partnered,openuniversity [13] training,tools [13] help,find [13] offer,free [13] dwp,partnered [13] tools,help [13] job,advance Top Word Pairs in Tweet in G4:
[10] augmented,reality [7] #digitallearning,#education [6] reality,future [6] learning,learn [6] more,use [6] future,learning [6] ar,effective [6] use,ar [6] learn,more [5] bellarte,upsidelearning Top Word Pairs in Tweet in G5:
[17] #physics,#science [17] physics,advent [17] pia,physics [14] french,ukrainian [14] available,italian [14] italian,french [14] ukrainian,subtitles [12] #teachers,#stem [12] #stem,#learning [12] #science,#education Top Word Pairs in Tweet in G6:
[13] sponsor,gold [13] gold,salon [13] comme,sponsor [12] salon,leader [11] porte,versailles [11] quel,plaisir [11] #ltfrance,2023 [11] versailles,hall [11] plaisir,d'accueillir [11] leader,#digitallearning Top Word Pairs in Tweet in G7:
[2] #digitallearning,teachers [2] assistants,teaching [2] #digitallearning,#cognitaway [2] teachers,classroom [2] miss,leading [2] classroom,assistants [2] microsoft365,loraineledwell [2] today,miss [2] leading,#digitallearning Top Word Pairs in Tweet in G8:
[9] program,fgcu [9] factors,help [9] edudataorg,guide2research [9] online,program [9] fgcu,edudataorg [9] pick,right [9] right,online [9] help,pick [8] guide2research,#on [8] tycoonstoryco,factors Top Word Pairs in Tweet in G9:
[6] come,#hybrid [6] #somaliland,#lmic [6] #digital,#digitallearning [6] #midwife,#somaliland [6] interested,#globalhealth [6] #lmic,#digitalcommunities [6] #globalhealth,#digital [6] #digitalcommunities,come [6] #digitallearning,#nurse [6] #nurse,#midwife Top Word Pairs in Tweet in G10:
[7] teacher,according [7] 2020,averaged [7] teacher,ratio [7] eu,2020 [7] pupil,teacher [7] pupils,teacher [7] 1st,eu [7] ranks,1st [7] ratio,ranks [7] luxembourg,pupil Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: