The graph represents a network of 950 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, 16 May 2022 at 01:17 UTC.
The requested start date was Monday, 16 May 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, 3-hour, 32-minute period from Monday, 02 May 2022 at 01:57 UTC to Sunday, 15 May 2022 at 05:30 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 : 950
Unique Edges : 653
Edges With Duplicates : 1436
Total Edges : 2089
Number of Edge Types : 5
Tweet : 474
Mentions : 363
Retweet : 529
MentionsInRetweet : 712
Replies to : 11
Self-Loops : 481
Reciprocated Vertex Pair Ratio : 0.0725995316159251
Reciprocated Edge Ratio : 0.135371179039301
Connected Components : 284
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 203
Maximum Edges in a Connected Component : 685
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.397266
Graph Density : 0.00101602795186068
Modularity : 0.459579
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 950 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, 16 May 2022 at 01:17 UTC.
The requested start date was Monday, 16 May 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, 3-hour, 32-minute period from Monday, 02 May 2022 at 01:57 UTC to Sunday, 15 May 2022 at 05:30 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:
[61] digital,learning [40] upgrades,#k12 [40] #k12,schools [40] schools,consider [40] consider,order [40] order,keep [40] keep,network [40] network,demands [40] demands,today's [40] today's,#digitallearning Top Word Pairs in Tweet in G1:
[30] upgrades,#k12 [30] #k12,schools [30] schools,consider [30] consider,order [30] order,keep [30] keep,network [30] network,demands [30] demands,today's [30] today's,#digitallearning [30] #digitallearning,environments Top Word Pairs in Tweet in G2:
[15] #edtech,#digitallearning [10] teacher,appreciation [10] appreciation,week [10] #digitallearning,#students [8] #digitallearning,#distancelearning [8] big,data [7] #onlinelearning,#distancelearning [7] #distancelearning,#digitallearning [7] learn,more [7] #sagson,#sagsonportal Top Word Pairs in Tweet in G3:
[34] 19,mai [30] 18,19 [25] salon,learntechfr [14] learntechfr,18 [11] mai,prochains [10] rdv,stand [10] #ltfrance,#digitallearning [9] stand,c40 [9] c40,venez [9] venez,tester Top Word Pairs in Tweet in G4:
[12] #digitallearning,#educators [11] #cscareers,#digitallearning [11] #educators,#teachers [11] #teachers,#edtech [10] upgrades,#k12 [10] #k12,schools [10] schools,consider [10] consider,order [10] order,keep [10] keep,network Top Word Pairs in Tweet in G5:
[8] #onlinelearning,#distancelearning [8] thank,teachers [8] calling,#digitallearning [8] #digitallearning,educators [8] educators,looking [8] looking,data [8] data,driven [8] driven,student [7] teacher,appreciation [7] appreciation,week Top Word Pairs in Tweet in G6:
[13] learning,technologies [9] digital,learning [8] technologies,2022 [5] #digitallearning,#instructionaldesign [5] 2022,exhibition [5] #learning,#digitallearning [5] #elearning,#digitallearning [4] free,sessions [4] sessions,learning [4] exhibition,register Top Word Pairs in Tweet in G7:
[9] find,more [8] google,partnered [8] partnered,dwp [8] dwp,offer [8] offer,free [8] free,flexible [8] flexible,online [8] online,training [8] training,jobseekers [8] jobseekers,uk Top Word Pairs in Tweet in G8:
[17] please,share [17] share,anyone [17] anyone,working [17] working,library [17] library,interested [17] interested,online [17] online,study [17] study,professional [16] jessica_bates,please [16] professional,librar Top Word Pairs in Tweet in G9:
[4] really,enjoyed [4] enjoyed,spending [4] spending,time [4] time,colleagues [4] colleagues,armadaleacademy [4] armadaleacademy,sharing [4] sharing,vision [4] vision,demonstrating [3] siannonramsay,really [2] very,well Top Word Pairs in Tweet in G10:
[27] today's,interview [27] interview,press [27] press,mr [27] mr,abdul [27] abdul,gave [27] gave,reasons [27] reasons,created [27] created,tesea [27] tesea,app [27] app,mentioned Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G10:
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: