The graph represents a network of 920 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, 18 January 2022 at 01:02 UTC.
The requested start date was Monday, 17 January 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, 18-hour, 11-minute period from Monday, 03 January 2022 at 04:52 UTC to Sunday, 16 January 2022 at 23:03 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 : 920
Unique Edges : 652
Edges With Duplicates : 1504
Total Edges : 2156
Number of Edge Types : 5
Tweet : 539
Retweet : 529
MentionsInRetweet : 707
Mentions : 367
Replies to : 14
Self-Loops : 544
Reciprocated Vertex Pair Ratio : 0.0562571756601607
Reciprocated Edge Ratio : 0.106521739130435
Connected Components : 276
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 254
Maximum Edges in a Connected Component : 1075
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.889906
Graph Density : 0.00108813928182807
Modularity : 0.438491
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 920 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, 18 January 2022 at 01:02 UTC.
The requested start date was Monday, 17 January 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, 18-hour, 11-minute period from Monday, 03 January 2022 at 04:52 UTC to Sunday, 16 January 2022 at 23:03 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:
[78] #elearning,#digitallearning [63] digital,learning [60] learn,more [42] #digitallearning,#learninganddevelopment [42] 2022,dlc [38] learn,way [37] access,free [37] register,today [36] find,more [35] #idiodc,#dominknow Top Word Pairs in Tweet in G1:
[18] dudas,contáctanos [18] contáctanos,312 [14] digital,learning [14] tienes,dudas [14] 312,491 [14] 491,4790 [14] 4790,#elearning [13] #elearning,#digitallearning [12] learn,way [12] #students,#digitallearning Top Word Pairs in Tweet in G2:
[38] 2022,dlc [35] register,today [29] learn,more [28] attend,2022 [28] dlc,person [28] person,register [28] today,newly [28] newly,added [28] added,virtual [28] virtual,option Top Word Pairs in Tweet in G3:
[14] otessa,bold [14] bold,association [14] association,scholars [14] scholars,practitioners [14] practitioners,otessa_org [14] otessa_org,otessajournal [14] otessajournal,#edtech [13] dmichelej,otessa [13] #edtech,#onl [11] forget,plan Top Word Pairs in Tweet in G4:
[31] access,free [26] learn,way [17] free,online [17] online,courses [17] ready,learn [17] learn,something [17] something,access [17] free,training [17] training,google [17] google,digital Top Word Pairs in Tweet in G5:
[8] trends,businesses [8] week's,#wednesdaywisdom [8] #wednesdaywisdom,let's [8] let's,take [8] take,look [8] look,rising [8] rising,hr [8] hr,trends [8] trends,chros [8] chros,adopt Top Word Pairs in Tweet in G6:
[8] join,jan [8] jan,20 [8] 20,11 [8] 11,mt [8] mt,#wcetwebcast [8] #wcetwebcast,reenergize [8] reenergize,discuss [8] discuss,hopes [8] hopes,#digitallearning [8] #digitallearning,#highered Top Word Pairs in Tweet in G7:
[27] #programming,#thetechdestiny [25] #thetechdestiny,#thetechdestinylife [19] #thetechdestinylife,#theechdestiny [19] #education,#elearning [17] #elearning,#digitallearning [15] #elearning,#education [14] #education,#onlinelearning [13] #edtech,#education [11] #distancelearning,#digitallearning [9] #digitallearning,#webdesign Top Word Pairs in Tweet in G8:
[15] #nytra,#springhubpublishing [15] #elearning,#digitallearning [12] #springhubpublishing,#beyondjustbooks [9] 2446892,263 [9] 263,712 [9] 712,465 [9] 465,920 [8] #beyondjustbooks,#elearning [7] interactive,textbooks [7] #springupbooks,#family Top Word Pairs in Tweet in G9:
[20] #upskilling,#transferableskills [20] #transferableskills,#digitallearning [11] learn,more [11] ecom,building [11] building,fantastic [11] fantastic,#partner [11] #partner,community [11] community,looking [11] looking,#learntech [11] #learntech,#edtech Top Word Pairs in Tweet in G10:
[16] gsv,#edtech150 [16] #edtech150,gsv [16] gsv,annual [16] annual,listing [15] 2022,edition [15] edition,gsv [15] listing,transformational [15] transformational,companies [14] today,announced [14] announced,2022 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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: