The graph represents a network of 15,784 Twitter users whose recent tweets contained "onlinelearning", 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 Wednesday, 15 April 2020 at 18:38 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 39-minute period from Wednesday, 08 April 2020 at 19:28 UTC to Wednesday, 15 April 2020 at 17:07 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 : 15784
Unique Edges : 18293
Edges With Duplicates : 7057
Total Edges : 25350
Number of Edge Types : 5
Retweet : 5787
Tweet : 6372
MentionsInRetweet : 7428
Mentions : 5349
Replies to : 414
Self-Loops : 6543
Reciprocated Vertex Pair Ratio : 0.0107092589192828
Reciprocated Edge Ratio : 0.0211915718091548
Connected Components : 4248
Single-Vertex Connected Components : 2348
Maximum Vertices in a Connected Component : 6466
Maximum Edges in a Connected Component : 13073
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.195481
Graph Density : 6.62976669226409E-05
Modularity : 0.696729
NodeXL Version : 1.0.1.430
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225078
Data Import : The graph represents a network of 15,784 Twitter users whose recent tweets contained "onlinelearning", 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 Wednesday, 15 April 2020 at 18:38 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 39-minute period from Wednesday, 08 April 2020 at 19:28 UTC to Wednesday, 15 April 2020 at 17:07 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 : 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[974] #distancelearning,#onlinelearning [965] online,learning [724] #onlinelearning,#elearning [452] #onlinelearning,#remotelearning [444] #remotelearning,#onlinelearning [416] #elearning,#onlinelearning [351] #onlinelearning,#distancelearning [339] #onlinelearning,#onlineclasses [292] #onlinelearning,#covid19 [287] best,practices Top Word Pairs in Tweet in G1:
[154] online,learning [100] #onlinelearning,#onlineclasses [70] #onlineclasses,#onlinelearning [69] online,classes [60] covid,19 [56] #elearning,#onlinelearning [55] online,courses [51] learn,more [48] #onlinelearning,#distancelearning [46] #onlinelearning,#elearning Top Word Pairs in Tweet in G2:
[442] #onlinelearning,#elearning [330] #distancelearning,#onlinelearning [222] #ditchbook,#remotelearning [172] #elearning,#distancelearning [172] during,#remotelearning [170] #elearning,#ditchbook [169] #ditchbook,#microsoftedu [162] #remotelearning,#onlinelearning [157] ditch,those [157] those,worksheets Top Word Pairs in Tweet in G3:
[105] gt,gt [45] visit,gt [45] gt,co [44] #onlinelearning,#onlinecourses [39] prace,#mooc [35] more,visit [30] #onlinelearning,#coding [29] #digital,#digitaltransformation [28] #python,#onlinelearning [28] #programming,#onlinelearning Top Word Pairs in Tweet in G4:
[274] #distancelearning,#onlinelearning [207] re,need [207] need,purposeful [207] purposeful,#remotelearning [207] #remotelearning,ideas [207] ideas,strategies [207] strategies,try [207] try,#edtech [207] #edtech,bingo [207] bingo,develop Top Word Pairs in Tweet in G5:
[33] year,10 [28] online,learning [23] #distancelearning,#onlinelearning [23] aneeshasahni,deepa_nanda [19] #onlinelearning,#distancelearning [19] #covid19,#onlinelearning [18] people,using [17] social,distancing [16] deepa_nanda,soniasingh_13 [15] last,month Top Word Pairs in Tweet in G6:
[39] स,ट [38] drrpnishank,hrdministry [34] online,learning [28] #edchat,#education [28] ट,ड [27] क,ल [27] क,स [25] hrdministry,drrpnishank [24] again,again [24] #education,#edtech Top Word Pairs in Tweet in G7:
[67] remote,learning [63] learning,created [54] tools,help [54] during,time [53] pbl,remote [53] created,microsite [53] microsite,provide [53] provide,host [53] host,ideas [53] ideas,examples Top Word Pairs in Tweet in G8:
[36] #onlinelearning,#highered [22] online,class [20] #onlinelearning,#homelearning [20] #homelearning,#homelearninguk [18] #highered,#onlinelearning [17] #elearning,#onlinelearning [16] #onlinelearning,#learning [16] technology,makes [16] makes,breaks [16] breaks,online Top Word Pairs in Tweet in G9:
[25] remote,learning [22] #onlineteaching,#onlinelearning [21] #onlinelearning,#distancelearning [20] online,learning [19] distance,learning [19] #education,#edchat [16] school,closures [16] #education,#covid19 [16] #onlinelearning,#education [15] learning,home Top Word Pairs in Tweet in G10:
[243] more,55 [243] 55,million [243] million,students [243] students,shift [243] shift,virtual [243] virtual,classroom [243] classroom,cornerstone [243] cornerstone,rallied [243] rallied,expertise [243] expertise,#onlinelearning 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: