The graph represents a network of 2,720 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 09:05 UTC.
The tweets in the network were tweeted over the 2575-day, 8-hour, 44-minute period from Thursday, 21 January 2016 at 16:13 UTC to Thursday, 09 February 2023 at 00:57 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 : 2720
Unique Edges : 1571
Edges With Duplicates : 6241
Total Edges : 7812
Number of Edge Types : 8
Tweet : 2778
Retweet : 1844
MentionsInRetweet : 2074
Mentions : 649
Quote : 98
MentionsInQuote : 68
MentionsInReplyTo : 92
Replies to : 209
Self-Loops : 3384
Reciprocated Vertex Pair Ratio : 0.0401982378854626
Reciprocated Edge Ratio : 0.077289571201694
Connected Components : 1155
Single-Vertex Connected Components : 826
Maximum Vertices in a Connected Component : 415
Maximum Edges in a Connected Component : 2001
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.929179
Graph Density : 0.000255419379962356
Modularity : 0.305067
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,720 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 09:05 UTC.
The tweets in the network were tweeted over the 2575-day, 8-hour, 44-minute period from Thursday, 21 January 2016 at 16:13 UTC to Thursday, 09 February 2023 at 00:57 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:
[256] evrenkntenglish,#english [232] online,learning [212] #english,#englishlanguage [205] #grammar,#ingilizce [196] #elearning,#education [170] #phraselverbs,#studyenglish [170] online,course [157] #onlinelearning,#education [156] #edtech,#elearning [149] 18,book Top Word Pairs in Tweet in G1:
[96] #onlinelearning,#education [93] online,learning [91] online,course [66] #education,#elearning [61] #education,#onlinelearning [61] course,content [60] content,writer [60] one,biggest [60] search,professional [60] writer,working Top Word Pairs in Tweet in G2:
[94] #udemycoupon,#onlinecourses [82] #udemyfree,#udemycoupon [82] #udemycourse,#udemyfree [82] #udemy,#udemycourse [61] #onlinecourses,#udemycoupons [53] #udemycoupons,#udemycourses [47] #udemycourses,#programming [45] #programming,#javascript [45] #udemydeals,#html [45] #html,#onlinelearning Top Word Pairs in Tweet in G3:
[256] evrenkntenglish,#english [212] #english,#englishlanguage [205] #grammar,#ingilizce [170] #phraselverbs,#studyenglish [140] #englishlanguage,#yds [126] #ingilizce,#vocab [106] #vocabulary,#grammar [85] #english,#englishteacher [85] #englishlanguage,#english [76] #phrasalverbs,#studyenglish Top Word Pairs in Tweet in G4:
[46] more,info [46] info,gt [45] gt,#onlinelearning [43] #onlinelearning,#remotework [39] #onlinelearning,#students [39] #tuition,#onlinelearning [35] #edtech,#onlinelearning [32] #students,#teachers [31] #teachers,#education [31] #remotework,#edtech Top Word Pairs in Tweet in G5:
[78] من,خلال [77] خلال,الرابط [75] الرابط,التالي [72] #massmedia,#digitalmedia [67] يمكنكم,التسجيل [64] التسجيل,من [62] #esu,#elearning [58] #management,#massmedia [58] #elearning,#جامعة_الجميع_الذكية [58] #جامعة_الجميع_الذكية,#onlinelearning Top Word Pairs in Tweet in G6:
[36] online,course [28] click,link [28] audience,click [28] active,audience [28] #course,#udemy [28] #udemy,#digitallearning [28] #onlinelearning,#elearning [28] #elearning,#onlinecourse [28] course,website [28] someone,help Top Word Pairs in Tweet in G7:
[66] #tuition,#onlinelearning [63] #onlinelearning,#students [54] #students,#teachers [41] #teachers,#education [36] read,more [35] #education,#studying [31] tcg,world [30] #education,center [30] #nfts,#metaverses [30] #studying,#teaching Top Word Pairs in Tweet in G8:
[11] ifc_org,report [10] women,#onlinelearning [9] emerging,markets [6] expand,access [6] shows,45 [6] 45,women [6] report,shows [6] #elearning,expand [6] markets,ifc_org [6] women,emerging Top Word Pairs in Tweet in G9:
[35] learning,paradigm [35] online,learning [34] unlearn,relearn [34] accepted,#tmlr [34] deep,neural [34] paradigm,deep [34] neural,networks [34] paper,learn [34] relearn,online [34] learn,unlearn Top Word Pairs in Tweet in G10:
[20] daily,#elearning [20] check,latest [20] #elearning,#distancelearning [20] latest,learning [20] resources,updated [20] updated,daily [20] news,resources [20] learning,news [19] #university,#onlinedegree [19] #distancelearning,#onlinelearning Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: