The graph represents a network of 2,598 Twitter users whose recent tweets contained "onlinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1976-day, 5-hour, 26-minute period from Wednesday, 18 October 2017 at 18:32 UTC to Friday, 17 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2598
Unique Edges : 1391
Edges With Duplicates : 6206
Total Edges : 7597
Number of Edge Types : 8
Tweet : 3034
Retweet : 1568
MentionsInRetweet : 1778
Mentions : 627
MentionsInReplyTo : 173
Replies to : 269
Quote : 99
MentionsInQuote : 49
Self-Loops : 3493
Reciprocated Vertex Pair Ratio : 0.0409252669039146
Reciprocated Edge Ratio : 0.0786324786324786
Connected Components : 1143
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 421
Maximum Edges in a Connected Component : 2246
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.0747
Graph Density : 0.000260115375619942
Modularity : 0.295044
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,598 Twitter users whose recent tweets contained "onlinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1976-day, 5-hour, 26-minute period from Wednesday, 18 October 2017 at 18:32 UTC to Friday, 17 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[608] 99,free [292] 84,99 [239] #جامعة_الجميع_الذكية,#onlinelearning [229] free,#selflearning [224] #udemy,#onlinelearning [212] online,learning [212] #elearning,#جامعة_الجميع_الذكية [212] #grammar,#ingilizce [210] #onlinelearning,#udemy [210] #selflearning,#udemy Top Word Pairs in Tweet in G1:
[85] online,learning [62] learn,more [61] #education,#onlinelearning [56] #جامعة_الجميع_الذكية,#onlinelearning [54] #elearning,#جامعة_الجميع_الذكية [53] online,courses [51] keep,students [49] #onlinelearning,#education [49] one,key [48] key,challenges Top Word Pairs in Tweet in G2:
[205] #grammar,#ingilizce [114] #ingilizce,#vocabulary [108] #english,#englishvocabulary [108] evrenkntenglish,#tuesday [83] #vocabulary,#vocab [74] #phrasalverbs,#studyenglish [71] #tuesday,#sali [71] #englishwords,#englishvocabulary [71] #englishvocabulary,#english [71] #englishteacher,#phrasalverbs Top Word Pairs in Tweet in G3:
[608] 99,free [292] 84,99 [229] free,#selflearning [223] #udemy,#onlinelearning [210] #selflearning,#udemy [209] #onlinelearning,#udemy [195] #selflearning,#onlinelearning [190] free,#onlinelearning [190] #udemy,#selflearning [189] free,#udemy Top Word Pairs in Tweet in G4:
[51] #skillshare,#onlinelearning [43] #tuition,#onlinelearning [43] online,courses [41] #onlinelearning,#students [40] check,unlock [39] thousands,online [39] courses,learn [39] #onlinelearning,#education [39] unlock,unlimited [39] access,thousands Top Word Pairs in Tweet in G5:
[19] online,learning [18] digital,learning [14] #edtech,#educationtechnology [13] #education,#onlinelearning [13] learning,day [13] #onlinelearning,#distancelearning [12] #educationtechnology,#education [11] parent,exchange [11] #education,#maestrosis [11] #digitallearning,#parenting Top Word Pairs in Tweet in G6:
[57] primebook,4g [28] exclusively,flipkart [24] finally,ready [24] time,prime [24] elevate,learning [24] learning,buy [24] buy,primebook [24] #flipkart,#exclusivelyavailable [24] 4g,exclusively [24] prime,finally Top Word Pairs in Tweet in G7:
[183] #جامعة_الجميع_الذكية,#onlinelearning [158] #elearning,#جامعة_الجميع_الذكية [137] الرابط,التالي [137] #esu,#elearning [131] عبر,الرابط [105] يمكنكم,التسجيل [79] التسجيل,في [72] esu_university,يمكنكم [66] في,ندوة [24] #digitalmarketing,#elearning Top Word Pairs in Tweet in G8:
[85] #elearning,#education [83] forum,2023 [83] world,forum [83] #edtech,#elearning [83] edtech,world [83] 18,book [83] 17,18 [83] london,17 [83] 2023,london [83] book,#edtech Top Word Pairs in Tweet in G9:
[19] design,maturity [19] learning,design [18] introducing,framework [18] maturity,introducing [18] framework,model [18] model,levels [18] achieve,learning [18] article,universities [18] universities,achieve [17] neilmosley5,article Top Word Pairs in Tweet in G10:
[20] women,back [20] #onlinelearning,quarter [20] differences,access [20] savings,hold [20] back,pursuing [20] pursuing,#onlinelearning [20] finance,savings [20] hold,women [20] access,finance [20] widespread,differences Top Replied-To in Entire Graph:
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Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: