The graph represents a network of 8,454 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 Friday, 13 March 2020 at 03:31 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 24-minute period from Tuesday, 03 March 2020 at 23:38 UTC to Friday, 13 March 2020 at 03:03 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 : 8454
Unique Edges : 10927
Edges With Duplicates : 3937
Total Edges : 14864
Number of Edge Types : 5
Retweet : 4524
Mentions : 2763
MentionsInRetweet : 4182
Replies to : 328
Tweet : 3067
Self-Loops : 3214
Reciprocated Vertex Pair Ratio : 0.0170923379174853
Reciprocated Edge Ratio : 0.0336101989569249
Connected Components : 1612
Single-Vertex Connected Components : 962
Maximum Vertices in a Connected Component : 5046
Maximum Edges in a Connected Component : 10491
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.975969
Graph Density : 0.000144888877619443
Modularity : 0.668736
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 8,454 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 Friday, 13 March 2020 at 03:31 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 24-minute period from Tuesday, 03 March 2020 at 23:38 UTC to Friday, 13 March 2020 at 03:03 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[815] teaching,online [695] #onlinelearning,#edtech [685] online,learning [623] online,due [582] school,closures [561] covid,19 [533] school,closure [530] please,share [520] find,helpful [498] due,#schoolclosures Top Word Pairs in Tweet in G1:
[84] online,learning [43] #education,#onlinelearning [34] #onlinelearning,#elearning [29] #edtech,#onlinelearning [28] #onlinelearning,#highereducation [22] #onlinelearning,#onlinecourses [20] #elearning,#onlinelearning [20] #highered,#onlinelearning [20] #onlinelearning,#distancelearning [19] learn,more Top Word Pairs in Tweet in G2:
[119] online,learning [116] home,learning [99] #edchat,#edtech [90] school,closures [90] teaching,online [88] action,plan [88] online,due [79] learning,home [76] #isedcoach,#edchat [74] #onlinelearning,#remotelearning Top Word Pairs in Tweet in G3:
[419] teaching,online [419] school,closure [417] online,due [416] #onlinelearning,#edtech [415] due,#schoolclosures [414] mega,guide [413] guide,teaching [404] find,helpful [402] hit,publish [402] publish,mega Top Word Pairs in Tweet in G4:
[51] #onlinelearning,#remotelearning [30] #highered,#onlinelearning [30] #onlinelearning,#edtech [29] online,learning [26] universities,suddenly [23] #remotelearning,#onlinelearning [23] ok,having [23] having,seen [23] seen,many [23] many,many Top Word Pairs in Tweet in G5:
[206] #highered,#onlinelearning [109] #onlinelearning,#remotelearning [89] online,learning [75] #onlinelearning,#instructionalcontinuity [61] students,right [60] online,courses [60] look,helpers [60] helpers,proud [60] proud,#onlinelearning [60] #instructionalcontinuity,community Top Word Pairs in Tweet in G6:
[375] school,closures [371] covid,19 [365] 19,educators [365] educators,worried [365] worried,preparing [365] preparing,school [365] closures,learn [365] learn,create [365] create,engaging [365] engaging,#online Top Word Pairs in Tweet in G7:
[115] think,system [115] system,worked [115] worked,better [115] better,expected [115] expected,prof [115] prof,william [115] william,rosoff [115] rosoff,acknowledges [115] acknowledges,classrooms [115] classrooms,better Top Word Pairs in Tweet in G8:
[89] teaching,online [88] lots,conversations [88] conversations,moving [88] moving,courses [88] courses,online [88] online,doing [88] doing,suggestions [88] suggestions,quickly [88] quickly,based [88] based,experiences Top Word Pairs in Tweet in G9:
[48] online,learning [39] #elearning,#mlearning [23] #onlinelearning,#covid19 [23] #edtech,#highered [23] #edtech,#onlinelearning [23] #education,#educación [20] #highered,#highereducation [18] #highered,#onlinelearning [18] #mlearning,#onlinelearning [17] #covid19,#educators Top Word Pairs in Tweet in G10:
[38] assess,online [38] online,environment [38] #onlinelearning,#assessment [35] #coronavirus,#coronaviruspandemic [33] environment,having [33] having,two [33] two,cameras [33] cameras,monitor [33] monitor,academic [33] academic,honesty Top Replied-To in Entire Graph:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: