The graph represents a network of 11,766 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 Friday, 30 October 2020 at 09:10 UTC.
The requested start date was Thursday, 29 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 16-day, 17-hour, 28-minute period from Monday, 12 October 2020 at 06:32 UTC to Thursday, 29 October 2020 at 00:00 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 : 11766
Unique Edges : 6274
Edges With Duplicates : 22822
Total Edges : 29096
Number of Edge Types : 5
Mentions : 3058
Retweet : 7880
MentionsInRetweet : 9380
Tweet : 8583
Replies to : 195
Self-Loops : 8799
Reciprocated Vertex Pair Ratio : 0.0356753542760876
Reciprocated Edge Ratio : 0.0688929289063248
Connected Components : 3663
Single-Vertex Connected Components : 2328
Maximum Vertices in a Connected Component : 4472
Maximum Edges in a Connected Component : 14984
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.514896
Graph Density : 7.54982825242389E-05
Modularity : 0.400358
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,766 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 Friday, 30 October 2020 at 09:10 UTC.
The requested start date was Thursday, 29 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 16-day, 17-hour, 28-minute period from Monday, 12 October 2020 at 06:32 UTC to Thursday, 29 October 2020 at 00:00 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:
[709] online,learning [637] cyber,security [524] read,more [322] learning,experience [322] course,program [318] automotive,cyber [318] security,protecting [318] protecting,vehicular [318] vehicular,network [318] network,course Top Word Pairs in Tweet in G1:
[158] online,learning [97] #onlineclasses,#onlinelearning [66] #elearning,#onlinelearning [58] learn,more [53] joy,scripture [53] scripture,equips [53] equips,men [53] men,women [53] women,christian [53] christian,ministry Top Word Pairs in Tweet in G2:
[126] 10,2020 [118] #machine,#learning [118] #learning,#data [118] #data,#science [118] #science,#deep [118] #deep,#learning [118] #learning,#python [118] #python,#course [118] #course,low [118] low,10 Top Word Pairs in Tweet in G3:
[208] design,choose [208] choose,adventure [208] adventure,learning [208] learning,experience [205] catlin_tucker,design [184] concurrent,classroom [99] time,students [97] video,conferencing [97] establishing,routines [97] routines,structuring Top Word Pairs in Tweet in G4:
[624] cyber,security [315] course,program [312] automotive,cyber [312] security,protecting [312] protecting,vehicular [312] vehicular,network [312] network,course [312] program,ieee [312] ieee,investigates [312] investigates,cyber Top Word Pairs in Tweet in G5:
[38] #education,#onlinelearning [31] #elearning,#education [26] #onlinelearning,#learning [22] online,learning [21] #onlinelearning,#distancelearning [21] #edtech,#online [20] #distancelearning,#school [17] #learning,#covid [16] #covid,#edtech [15] #onlinelearning,#elearning Top Word Pairs in Tweet in G6:
[81] google,classroom [81] classroom,much [81] much,more [81] more,worksheet [81] worksheet,machine [81] machine,check [81] check,hands [81] hands,learning [81] learning,task [81] task,ideas Top Word Pairs in Tweet in G7:
[51] learning,experience [49] research,teachers [49] teachers,enhance [49] enhance,learning [49] experience,online [49] online,classrooms [49] classrooms,first [49] first,tip [48] mindshiftkqed,research [34] online,learning Top Word Pairs in Tweet in G8:
[89] #edtech,#onlinelearning [89] #onlinelearning,#employeetraining [82] #elearning,#edtech [75] #employeetraining,#edtech [74] #onlinelearning,#education [52] #edtech,#adultlearners [34] online,learning [31] more,more [24] face,face [21] accept,small Top Word Pairs in Tweet in G9:
[36] sflecce,schools [36] schools,2000 [36] 2000,students [36] students,waiting [36] waiting,laptops [36] laptops,doing [36] doing,one [36] one,assumes [36] assumes,school [36] school,cell Top Word Pairs in Tweet in G10:
[146] court,won [146] won,allow [146] allow,unvaccinated [146] unvaccinated,medically [146] medically,fragile [146] fragile,children [146] children,participate [146] participate,#onlinelearning [146] #onlinelearning,pending [145] childrenshd,court Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: