The graph represents a network of 492 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, 15 August 2022 at 01:15 UTC.
The requested start date was Monday, 15 August 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 12-day, 23-hour, 59-minute period from Monday, 01 August 2022 at 04:14 UTC to Sunday, 14 August 2022 at 04:14 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 : 492
Unique Edges : 339
Edges With Duplicates : 682
Total Edges : 1021
Number of Edge Types : 5
Retweet : 239
MentionsInRetweet : 338
Tweet : 298
Replies to : 5
Mentions : 141
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0425531914893617
Reciprocated Edge Ratio : 0.0816326530612245
Connected Components : 177
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 101
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.14048
Graph Density : 0.00182554269534549
Modularity : 0.481251
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 492 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, 15 August 2022 at 01:15 UTC.
The requested start date was Monday, 15 August 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 12-day, 23-hour, 59-minute period from Monday, 01 August 2022 at 04:14 UTC to Sunday, 14 August 2022 at 04:14 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:
[37] digital,learning [29] þ,þ [20] #distancelearning,#digitallearning [18] download,teach [18] #summerchallenge,#procreatequotes [18] #procreatequotes,#digitallearning [18] learn,more [17] #digitallearning,#onlinetraining [15] creating,high [15] high,converting Top Word Pairs in Tweet in G1:
[29] þ,þ [20] digital,learning [18] download,teach [14] #cfore,#digitallearning [13] know,inside [13] inside,packs [13] packs,#cfore [13] #digitallearning,#scottishprimaryeducation [13] #scottishprimaryeducation,#immediatedownload [13] #immediatedownload,#smartboardready Top Word Pairs in Tweet in G2:
[10] study,identifies [10] identifies,24 [10] 24,#competence [10] #competence,clusters [10] clusters,sys [10] sys,lit [10] lit,rev [10] rev,30 [10] 30,studies [10] studies,grouped Top Word Pairs in Tweet in G3:
[6] wcet,thrilled [6] thrilled,welcome [6] welcome,ifwe [6] ifwe,alumni [6] alumni,community [6] community,#digitallearning [6] #digitallearning,#womenleaders [6] #womenleaders,#practitioners [6] #practitioners,innovators [5] wcet_info,wcet Top Word Pairs in Tweet in G4:
[8] #onlinelearning,#digitallearning [7] #lakewooduniversity,#learning [7] back,school [7] school,season [7] season,resources [7] resources,help [7] help,parents [7] parents,evaluate [7] evaluate,online [7] online,schools Top Word Pairs in Tweet in G5:
[10] #actgrantees,#cofoundersofsocialchange [10] #cofoundersofsocialchange,recognized [10] recognized,solve [10] solve,wef [10] wef,forbes [10] forbes,30 [10] 30,under [10] under,30 [10] 30,bworldph [10] bworldph,40 Top Word Pairs in Tweet in G6:
[12] #buildingsynergies,course [12] designed,help [9] #startups,better [9] better,collaborate [8] course,designed [8] help,mobile [8] operators,#startups [7] mobile,networks [7] networks,operators [4] course,gsmam4d Top Word Pairs in Tweet in G7:
[13] unbbcom,report [13] report,#digitallearning [13] #digitallearning,advocates [13] advocates,novel [13] novel,#ict [13] #ict,#education [13] #education,policy [13] policy,framework [13] framework,allows [12] itudevelopment,unbbcom Top Word Pairs in Tweet in G8:
[6] looking,way [6] way,help [6] help,teachers [6] teachers,save [6] save,time [6] time,year [6] year,see [6] see,easy [6] easy,make [6] make,lesson Top Word Pairs in Tweet in G9:
[6] #disinformation,medialitnow [5] please,share [5] share,widely [5] widely,#algorithm [5] #algorithm,#socialmedia [5] #socialmedia,#digitallearning [5] #digitallearning,#disinformation [5] medialitnow,mediasmarts [4] spoyntz,please [2] excited,host Top Word Pairs in Tweet in G10:
[5] tick,tock [5] tock,time [5] time,running [5] running,avail [5] avail,epv [5] epv,day [5] day,approved [5] approved,#summercourses [5] #summercourses,designed [5] designed,teachers Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: