The graph represents a network of 1,021 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 Tuesday, 26 October 2021 at 00:02 UTC.
The requested start date was Monday, 25 October 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, 17-hour, 35-minute period from Monday, 11 October 2021 at 03:34 UTC to Sunday, 24 October 2021 at 21:10 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 : 1021
Unique Edges : 631
Edges With Duplicates : 1600
Total Edges : 2231
Number of Edge Types : 5
MentionsInRetweet : 712
Mentions : 383
Retweet : 550
Tweet : 570
Replies to : 16
Self-Loops : 579
Reciprocated Vertex Pair Ratio : 0.0574712643678161
Reciprocated Edge Ratio : 0.108695652173913
Connected Components : 320
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 121
Maximum Edges in a Connected Component : 453
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.28443
Graph Density : 0.000883409191296499
Modularity : 0.444805
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,021 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 Tuesday, 26 October 2021 at 00:02 UTC.
The requested start date was Monday, 25 October 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, 17-hour, 35-minute period from Monday, 11 October 2021 at 03:34 UTC to Sunday, 24 October 2021 at 21:10 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:
[89] digital,learning [44] online,learning [43] #elearning,#digitallearning [36] #digitallearning,#edapps [36] #edapps,#edtech [36] #digitallearning,#learninganddevelopment [29] #digitallearning,#elearning [27] incorporate,digital [27] digital,assessments [27] assessments,classroom Top Word Pairs in Tweet in G1:
[16] online,learning [16] free,online [16] online,courses [14] one,three [14] three,people [14] people,used [14] used,online [14] learning,help [14] help,better [14] better,job Top Word Pairs in Tweet in G2:
[19] online,learning [12] #onlinelearning,#digitallearning [10] #elearning,#education [10] #education,#onlinelearning [9] #distancelearning,#digitallearning [8] #learning,#edtech [8] #edtech,#online [8] #lakewooduniversity,#learning [8] #learning,#education [7] #onlinelearning,#distancelearning Top Word Pairs in Tweet in G3:
[2] braincures,jeremyfarrar [2] jeremyfarrar,michelle_cruk [2] michelle_cruk,ukri_ceo [2] ukri_ceo,universitiesuk [2] universitiesuk,union_newsuk [2] union_newsuk,evidencebase_im [2] evidencebase_im,techscommit [2] techscommit,1752group Top Word Pairs in Tweet in G4:
[5] immersive,classroom [4] #edtech,#rh [4] #formation,#digitallearning [3] week's,focus [3] focus,techbar [3] techbar,downehouse [3] downehouse,digital_dh [3] digital_dh,champions [3] champions,classrooms [3] classrooms,share Top Word Pairs in Tweet in G5:
[6] #museumnext,#digitallearning [6] #digitallearning,summit [5] education,programming [5] programming,during [5] during,covid19 [5] covid19,lockdown [5] lockdown,#digital [5] #digital,sustainable [5] sustainable,cgracepoole [5] cgracepoole,kburtonjones Top Word Pairs in Tweet in G6:
[33] #digitallearning,#edapps [33] #edapps,#edtech [22] incorporate,digital [22] digital,assessments [22] assessments,classroom [22] classroom,easily [22] easily,#breakingthecycleoflowtestscores [18] implement,educational [18] educational,technology [18] technology,modern Top Word Pairs in Tweet in G7:
[11] black,students [11] students,thrive [11] thrive,hbcus [11] hbcus,announce [11] announce,5m [11] 5m,initiative [11] initiative,co [11] co,design [11] design,strategy [11] strategy,align Top Word Pairs in Tweet in G8:
[12] connect'in,lorient [12] lorient,revient [12] revient,16 [12] ateliers,conférence [12] conférence,soirée [12] soirée,réseaux [12] réseaux,comment [10] techlorient,connect'in [8] 16,11 [8] 11,bientôt Top Word Pairs in Tweet in G9:
[16] year,ago [16] ago,#tigray [16] #tigray,making [16] making,significant [16] significant,developments [16] developments,education [16] education,system [16] system,esp [16] esp,#digitallearning [16] #digitallearning,health Top Word Pairs in Tweet in G10:
[11] #webinaire,rater [11] rater,jeudi [11] jeudi,prochain [11] prochain,essor [11] essor,digital [11] digital,learning [11] learning,enjeux [11] enjeux,opportunités [11] opportunités,l'afrique [10] donatienguillon,#webinaire Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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: