The graph represents a network of 1,046 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, 07 December 2021 at 01:01 UTC.
The requested start date was Monday, 06 December 2021 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, 22-hour, 42-minute period from Monday, 22 November 2021 at 01:32 UTC to Monday, 06 December 2021 at 00:15 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 : 1046
Unique Edges : 724
Edges With Duplicates : 1671
Total Edges : 2395
Number of Edge Types : 5
Mentions : 496
Retweet : 567
Replies to : 29
Tweet : 567
MentionsInRetweet : 736
Self-Loops : 583
Reciprocated Vertex Pair Ratio : 0.0487804878048781
Reciprocated Edge Ratio : 0.0930232558139535
Connected Components : 292
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 272
Maximum Edges in a Connected Component : 968
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.725743
Graph Density : 0.00094412983614956
Modularity : 0.454896
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,046 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, 07 December 2021 at 01:01 UTC.
The requested start date was Monday, 06 December 2021 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, 22-hour, 42-minute period from Monday, 22 November 2021 at 01:32 UTC to Monday, 06 December 2021 at 00:15 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] digital,learning [57] online,training [54] find,more [48] #digitallearning,#learninganddevelopment [46] offer,free [44] google,partnered [44] partnered,dwp [44] dwp,offer [44] free,flexible [44] flexible,online Top Word Pairs in Tweet in G1:
[18] digital,learning [12] #onlinelearning,#digitallearning [11] #digitallearning,#elearning [11] #digitallearning,#onlineclasses [10] #elearning,#education [8] #digitallearning,#learn [8] 312,4914790 [8] 4914790,agenda [8] reunión,compromiso [8] compromiso,#elearning Top Word Pairs in Tweet in G2:
[38] #digitallearning,#edapps [38] #edapps,#edtech [26] incorporate,digital [26] digital,assessments [26] assessments,classroom [26] classroom,easily [26] easily,#breakingthecycleoflowtestscores [25] #edtech,#education [22] #education,#elearning [22] implement,educational Top Word Pairs in Tweet in G3:
[57] online,training [46] offer,free [44] google,partnered [44] partnered,dwp [44] dwp,offer [44] free,flexible [44] flexible,online [44] training,jobseekers [44] jobseekers,uk [44] uk,developed Top Word Pairs in Tweet in G4:
[8] oneilljdo,jillwoodward20 [8] jillwoodward20,db_akods [7] #digilearnscot,oneilljdo [6] #digitallearning,#digitalskills [5] #digitalskills,#digitallearning [5] #digitallearning,#digitalliteracy [5] #immersiveclassroom,#digitallearning [5] #digitalskills,#digitalliteracy [5] #digitalliteracy,digilearnscot [5] digilearnscot,#digilearnscot Top Word Pairs in Tweet in G5:
[15] #teachers,#stem [15] #digitallearning,#adventcalendar [14] physicsinadvent,door [14] #science,#education [14] #education,#digitaleducation [13] left,until [13] until,start [13] ms,santa [13] mr,santa [13] #advent,#xmas Top Word Pairs in Tweet in G6:
[13] today,release [13] release,#digitize [13] #digitize,#digitallearning [13] #digitallearning,advent [13] advent,calendar [13] calendar,jam [13] jam,packed [13] packed,activities [12] tabletacademysc,today [12] activities,opport Top Word Pairs in Tweet in G7:
[25] experts,#digitallearning [24] december,2021 [23] research,germany [23] germany,join [23] join,december [23] 2021,chat [23] chat,experts [21] researchgermany,research [16] #digitallearning,#globalhealth [6] #digitallearning,#globalhea Top Word Pairs in Tweet in G8:
[7] #edtech,#digitallearning [6] digital,learning [6] free,wednesday [6] wednesday,8th [6] 8th,december [6] december,30 [6] 30,pm [6] know,#webinar [6] #webinar,'how [4] head,holiday Top Word Pairs in Tweet in G9:
[40] #digitallearning,#learninganddevelopment [31] #idiodc,#dominknow [28] #learninganddevelopment,#instructionaldesign [28] #instructionaldesign,#instructionaldesigners [25] #dominknow,#elearning [20] #elearning,#dei [20] #dei,#digitallearning [17] #elearning,#digitallearning [14] #elearning,#instructionaldesign [13] #instructionaldesigners,#elearning Top Word Pairs in Tweet in G10:
[6] still,time [6] time,apply [6] apply,#fellowship [6] #fellowship,program [6] program,earn [6] earn,000 [6] 000,stipend [6] stipend,120 [6] 120,hours [6] hours,project Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: