The graph represents a network of 11,092 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 10:10 UTC.
The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 20-day, 2-hour, 20-minute period from Thursday, 12 November 2020 at 22:40 UTC to Thursday, 03 December 2020 at 01:00 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 : 11092
Unique Edges : 6385
Edges With Duplicates : 21723
Total Edges : 28108
Number of Edge Types : 5
Tweet : 9262
Mentions : 3476
MentionsInRetweet : 8209
Retweet : 6905
Replies to : 256
Self-Loops : 9483
Reciprocated Vertex Pair Ratio : 0.0359484265734266
Reciprocated Edge Ratio : 0.0694019618183736
Connected Components : 3788
Single-Vertex Connected Components : 2425
Maximum Vertices in a Connected Component : 3795
Maximum Edges in a Connected Component : 14093
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.099376
Graph Density : 7.70679097937552E-05
Modularity : 0.382025
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,092 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 December 2020 at 10:10 UTC.
The requested start date was Thursday, 03 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 20-day, 2-hour, 20-minute period from Thursday, 12 November 2020 at 22:40 UTC to Thursday, 03 December 2020 at 01:00 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 : onlinelearning
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:
[1027] online,learning [554] read,more [354] more,#continuingeducation [352] #onlinelearning,#school [338] #digitallearning,#education [327] #continuingeducation,#digitallearning [318] #education,#edutech [315] #elearning,#onlinelearning [315] #edutech,#highereducation [315] #highereducation,#learning Top Word Pairs in Tweet in G1:
[235] online,learning [119] #languages,#languagelearning [112] #languagelearning,#onlinelearning [107] #onlinelearning,#elearning [98] thank,#eduwarrior [98] #eduwarrior,#eduwarrior [98] #eduwarrior,#storyofeduwarrior [98] #storyofeduwarrior,#makingonlineeducationaccessible [98] #makingonlineeducationaccessible,#edutorapp [98] #edutorapp,#onlinelearning Top Word Pairs in Tweet in G2:
[189] online,learning [184] #thinkingroutines,#onlinelearning [183] support,online [183] learning,powerful [183] powerful,thinking [183] thinking,routines [183] routines,#thinkingroutines [182] catlin_tucker,support [182] #onlinelearning,#blend [180] student,engagement Top Word Pairs in Tweet in G3:
[142] #edtech,#onlinelearning [114] #elearning,#edtech [108] #onlinelearning,#education [105] online,learning [95] #onlinelearning,#employeetraining [91] #employeetraining,#edtech [76] #edtech,#adultlearners [67] #elearning,#mlearning [67] international,journal [66] #elearning,#onlinelearning Top Word Pairs in Tweet in G4:
[83] #udemycourse,#udemyfree [83] #udemyfree,#udemycoupon [80] #onlinelearning,#digitalresources [80] #udemy,#udemycourse [70] #udemycoupon,#udemycoupons [70] #udemycoupons,#udemycourses [62] #udemycourses,#onlinecourses [50] #datascience,#artificialintelligence [50] #artificialintelligence,#100daysofcode [50] #100daysofcode,#bigdata Top Word Pairs in Tweet in G5:
[79] #elearning,#education [79] #education,#onlinelearning [64] #onlinelearning,#learning [56] #edtech,#online [43] #distancelearning,#onlinelearning [42] #online,#distancelearning [35] #onlinelearning,#distancelearning [33] #learning,#edtech [33] #virtuallearning,#onlinelearning [32] #edchat,#edtech Top Word Pairs in Tweet in G6:
[40] learning,design [38] design,complex [38] complex,multiple [38] multiple,factors [38] factors,perspectives [38] perspectives,consider [38] consider,heart [36] neilmosley5,learning [36] heart,# [33] faculty,compelled Top Word Pairs in Tweet in G7:
[37] online,learning [29] #highered,#onlinelearning [20] ecampus,news [19] hybrid,learning [18] remote,learning [17] remote,hybrid [16] #onlinelearning,#hybridlearning [15] covid,19 [15] nearly,school [15] school,around Top Word Pairs in Tweet in G8:
[91] #languages,#onlinelearning [86] yes,english [86] english,weird [86] weird,understood [86] understood,tough [86] tough,thorough [86] thorough,thought [86] thought,#languages [85] lingoda,yes [27] don,miss Top Word Pairs in Tweet in G9:
[458] read,more [353] more,#continuingeducation [327] #continuingeducation,#digitallearning [324] #digitallearning,#education [316] #education,#edutech [315] #edutech,#highereducation [315] #highereducation,#learning [315] #learning,#lifelonglearning [315] #lifelonglearning,#media [315] #media,#onlinelearning Top Word Pairs in Tweet in G10:
[88] great,learning [87] racing,goals [87] goals,easer [87] easer,upskill [87] upskill,great [87] learning,#greatlearning [87] #greatlearning,#powerahead [86] great_learning,racing [86] #powerahead,#onlineeducati [69] everyone,loves Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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