The graph represents a network of 11,676 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, 12 November 2020 at 10:14 UTC.
The requested start date was Thursday, 12 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 17-day, 14-hour, 55-minute period from Sunday, 25 October 2020 at 10:05 UTC to Thursday, 12 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 : 11676
Unique Edges : 6514
Edges With Duplicates : 22380
Total Edges : 28894
Number of Edge Types : 5
Tweet : 8621
Mentions : 3655
Retweet : 7448
MentionsInRetweet : 8915
Replies to : 255
Self-Loops : 8825
Reciprocated Vertex Pair Ratio : 0.0369773299748111
Reciprocated Edge Ratio : 0.071317528177225
Connected Components : 3775
Single-Vertex Connected Components : 2422
Maximum Vertices in a Connected Component : 4290
Maximum Edges in a Connected Component : 15266
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.167966
Graph Density : 7.55003216759722E-05
Modularity : 0.396101
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,676 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, 12 November 2020 at 10:14 UTC.
The requested start date was Thursday, 12 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 17-day, 14-hour, 55-minute period from Sunday, 25 October 2020 at 10:05 UTC to Thursday, 12 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:
[1348] ãƒ,ム[790] online,learning [577] read,more [376] more,#continuingeducation [364] #onlinelearning,#school [348] #continuingeducation,#digitallearning [347] #digitallearning,#education [342] #education,#edutech [342] #edutech,#highereducation [342] #highereducation,#learning Top Word Pairs in Tweet in G1:
[216] online,learning [182] #elearning,#onlinelearning [103] #onlinelearning,#learning [84] #edchat,#art [84] #art,#teachergram [84] #teachergram,#englishteacher [79] learning,#onlinelearning [79] #learning,#education [76] #onlineclasses,#onlinelearning [75] #onlinelearning,#remotelearning Top Word Pairs in Tweet in G2:
[311] missing,vibrant [311] vibrant,class [311] class,discussions [311] discussions,frustrated [311] frustrated,lack [311] lack,engagement [311] engagement,online [311] online,strategies [310] strategies,preparing [308] catlin_tucker,missing Top Word Pairs in Tweet in G3:
[139] #onlinelearning,#education [114] #edtech,#onlinelearning [105] #onlinelearning,#employeetraining [100] #elearning,#edtech [93] #employeetraining,#edtech [93] #education,#onlinelearning [91] #elearning,#mlearning [84] #onlinelearning,#learning [82] #edtech,#adultlearners [80] online,learning Top Word Pairs in Tweet in G4:
[214] cyber,security [107] automotive,cyber [107] security,protecting [107] protecting,vehicular [107] vehicular,network [107] network,course [107] course,program [107] program,ieee [107] ieee,investigates [107] investigates,cyber Top Word Pairs in Tweet in G5:
[61] data,science [60] #onlinelearning,#digitalresources [42] #datascience,#artificialintelligence [42] #artificialintelligence,#100daysofcode [42] #100daysofcode,#bigdata [42] #bigdata,#dataviz [42] #dataviz,#python [31] #libraryresources,#computerliteracy [30] virtual,class [29] machine,learning Top Word Pairs in Tweet in G6:
[56] online,learning [40] #highered,#onlinelearning [25] mental,health [22] #onlinelearning,#k12 [22] #onlinelearning,#remotelearning [18] tuesday,november [17] #edchat,#onlinelearning [17] #rt,eschoolnews [17] #onlinelearning,#hybridlearning [15] learning,#onlinelearning Top Word Pairs in Tweet in G7:
[46] online,learning [25] iâ,ve [24] one,best [24] best,pieces [24] pieces,online [24] ve,read [24] read,during [24] during,pandemic [24] pandemic,great [24] great,stuff Top Word Pairs in Tweet in G8:
[160] allow,unvaccinated [160] unvaccinated,medically [160] medically,fragile [160] fragile,children [160] children,participate [160] participate,#onlinelearning [160] #onlinelearning,pending [159] childrenshd,court [155] court,won [155] won,allow Top Word Pairs in Tweet in G9:
[483] read,more [376] more,#continuingeducation [347] #continuingeducation,#digitallearning [345] #digitallearning,#education [341] #education,#edutech [341] #edutech,#highereducation [341] #highereducation,#learning [341] #learning,#lifelonglearning [341] #lifelonglearning,#media [341] #media,#onlinelearning Top Word Pairs in Tweet in G10:
[13] online,learning [7] #edtech,#onlinelearning [7] #onlinelearning,#otubed [7] mkbtuc,noasbobs [5] re,beyond [5] beyond,excited [5] excited,drawing_change [5] drawing_change,studio20 [5] studio20,year [5] year,one Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: