The graph represents a network of 11,717 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, 05 November 2020 at 10:03 UTC.
The requested start date was Thursday, 05 November 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 16-day, 10-hour, 28-minute period from Monday, 19 October 2020 at 14:32 UTC to Thursday, 05 November 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 : 11717
Unique Edges : 6519
Edges With Duplicates : 22618
Total Edges : 29137
Number of Edge Types : 5
Tweet : 8536
Mentions : 3301
Retweet : 7759
MentionsInRetweet : 9329
Replies to : 212
Self-Loops : 8745
Reciprocated Vertex Pair Ratio : 0.03332350339133
Reciprocated Edge Ratio : 0.0644977168949772
Connected Components : 3663
Single-Vertex Connected Components : 2334
Maximum Vertices in a Connected Component : 4541
Maximum Edges in a Connected Component : 15638
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.169523
Graph Density : 7.65754502894351E-05
Modularity : 0.400652
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,717 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, 05 November 2020 at 10:03 UTC.
The requested start date was Thursday, 05 November 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 16-day, 10-hour, 28-minute period from Monday, 19 October 2020 at 14:32 UTC to Thursday, 05 November 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:
[729] online,learning [642] cyber,security [576] read,more [325] engagement,online [324] more,#continuingeducation [321] course,program [319] automotive,cyber [319] security,protecting [319] protecting,vehicular [319] vehicular,network Top Word Pairs in Tweet in G1:
[201] online,learning [154] #elearning,#onlinelearning [105] #onlinelearning,#learning [96] #onlineclasses,#onlinelearning [84] learning,#onlinelearning [82] #learning,#education [75] students,use [72] self,directed [72] directed,learning [72] executive,functioning Top Word Pairs in Tweet in G2:
[298] missing,vibrant [298] vibrant,class [298] class,discussions [298] discussions,frustrated [298] frustrated,lack [298] lack,engagement [298] engagement,online [298] online,strategies [297] strategies,preparing [295] catlin_tucker,missing Top Word Pairs in Tweet in G3:
[126] #onlinelearning,#education [115] online,learning [112] #edtech,#onlinelearning [111] #education,#onlinelearning [95] #onlinelearning,#employeetraining [93] international,journal [89] #elearning,#edtech [87] #elearning,#education [81] data,science [81] #employeetraining,#edtech Top Word Pairs in Tweet in G4:
[628] cyber,security [316] course,program [314] automotive,cyber [314] security,protecting [314] protecting,vehicular [314] vehicular,network [314] network,course [314] program,ieee [314] ieee,investigates [314] investigates,cyber Top Word Pairs in Tweet in G5:
[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 G6:
[33] online,learning [23] learning,design [23] during,pandemic [22] one,best [22] best,pieces [22] pieces,online [22] learning,ve [22] ve,read [22] read,during [22] pandemic,great Top Word Pairs in Tweet in G7:
[465] read,more [319] more,#continuingeducation [285] #continuingeducation,#digitallearning [282] #digitallearning,#education [279] #education,#edutech [279] #edutech,#highereducation [279] #highereducation,#learning [279] #learning,#lifelonglearning [279] #lifelonglearning,#media [279] #media,#onlinelearning Top Word Pairs in Tweet in G8:
[159] court,won [159] won,allow [159] allow,unvaccinated [159] unvaccinated,medically [159] medically,fragile [159] fragile,children [159] children,participate [159] participate,#onlinelearning [159] #onlinelearning,pending [158] childrenshd,court Top Word Pairs in Tweet in G9:
[41] #onlinelearning,#elearning [38] #elearning,#makeadifference [37] #makingonlineeducationaccessible,#edutorapp [35] #edutorapp,#onlinelearning [35] #makeadifference,#bethechangeworld [24] eduminofindia,drrpnishank [24] opt,#onlinelearning [24] #onlinelearning,unless [24] unless,vaccine [24] vaccine,against Top Word Pairs in Tweet in G10:
[33] free,months [31] स,क [29] क,ल [25] completely,free [22] स,टर [19] ड,वलपम [19] वलपम,ट [19] ट,स [18] ल,ड [13] ड,ज 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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Top Tweeters in G10: