The graph represents a network of 5,701 Twitter users whose recent tweets contained "#elearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 15:41 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 26-minute period from Thursday, 26 November 2020 at 02:45 UTC to Saturday, 05 December 2020 at 14:11 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 : 5701
Unique Edges : 6146
Edges With Duplicates : 6778
Total Edges : 12924
Number of Edge Types : 5
Tweet : 5012
Retweet : 4199
Mentions : 1917
MentionsInRetweet : 1691
Replies to : 105
Self-Loops : 5125
Reciprocated Vertex Pair Ratio : 0.0266925932473042
Reciprocated Edge Ratio : 0.0519972451790634
Connected Components : 1750
Single-Vertex Connected Components : 1122
Maximum Vertices in a Connected Component : 2270
Maximum Edges in a Connected Component : 7064
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.633644
Graph Density : 0.000178731339838809
Modularity : 0.484654
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,701 Twitter users whose recent tweets contained "#elearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 15:41 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 26-minute period from Thursday, 26 November 2020 at 02:45 UTC to Saturday, 05 December 2020 at 14:11 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 : TwitterSearch
Graph Term : #elearning
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:
[606] #education,#elearning [514] #edtech,#elearning [418] #elearning,#education [354] higher,education [298] #elearning,#edtech [294] #digitalliteracy,#elearning [290] education,look [290] look,years [285] years,ipsos [284] ipsos,#education Top Word Pairs in Tweet in G1:
[103] #onlinelearning,#elearning [56] #elearning,#education [53] thank,#eduwarrior [53] #eduwarrior,#eduwarrior [53] #eduwarrior,#storyofeduwarrior [53] #storyofeduwarrior,#makingonlineeducationaccessible [53] #makingonlineeducationaccessible,#edutorapp [53] #edutorapp,#onlinelearning [53] #elearning,#makeadifference [53] #makeadifference,#bethechangeworld Top Word Pairs in Tweet in G2:
[231] #elearning,#mlearning [225] #educación,#education [213] #edtech,#elearning [155] #elearning,#edtech [150] #elearning,#education [144] #education,#elearning [105] #education,#edtech [98] #ai,#ia [95] #pedagogy,#pedagogía [95] #highered,#highereducation Top Word Pairs in Tweet in G3:
[286] #education,#elearning [285] higher,education [285] education,look [285] look,years [284] years,ipsos [283] ipsos,#education [8] #formation,#elearning [7] wef,higher [5] formation,ligne [5] #elearning,#numerique Top Word Pairs in Tweet in G4:
[283] #digitalliteracy,#elearning [223] क,ल [194] ल,ए [155] ऑनल,इन [155] श,क [155] क,ष [150] क,सम [150] प,र [126] र,क [104] स,क Top Word Pairs in Tweet in G5:
[107] #elearning,#traininganddevelopment [105] #learning,#elearning [100] #training,#learning [37] #rt,atd [24] check,habit [24] habit,forming [24] forming,principles [24] principles,include [24] include,#elearning [24] #elearning,platform Top Word Pairs in Tweet in G6:
[81] #elearning,#education [58] #education,#onlinelearning [48] #onlinelearning,#learning [47] #edtech,#online [42] #esl,#efl [42] #efl,#elt [42] #elt,#tesol [42] #tesol,#eal [42] #esl,#tefl [42] #remotelearning,#onlineenglish Top Word Pairs in Tweet in G7:
[57] #edtech,#edchat [56] bcks,muchamad [56] muchamad,eki [52] #edchat,#pendidikan [43] #html,#edu [41] #education,#elearning [41] #edu,#html [39] #elearning,#education [36] #edtech,#education [35] #education,#edtech Top Word Pairs in Tweet in G8:
[41] #hr,#elearning [28] #lms,#hr [18] axis,lms [18] lms,#lms [14] #elearning,#hr [13] #elearning,#training [12] #wordpress,#elearning [10] #instructionaldesign,#elearning [10] #hr,#training [10] #elearning,#wordpress Top Word Pairs in Tweet in G9:
[22] #cybersecurity,#cyber [20] #wifi,#training [18] #cyber,#crypto [18] #cybersecurity,#elearning [16] #crypto,#cryptocurrency [16] #cryptocurrency,#drones [16] #training,#learning [16] #learning,#course [15] #elearning,courses [15] learn,more Top Word Pairs in Tweet in G10:
[113] #edtech,#elearning [97] conoce,#edtech [49] #elearning,#edubits [43] #elearning,#edunews [20] #edubits,#educación [14] #emprendimiento,debe [14] debe,social [14] social,pues [14] pues,posible [14] posible,continuar Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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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: