The graph represents a network of 2,737 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 2577-day, 8-hour, 46-minute period from Thursday, 21 January 2016 at 16:13 UTC to Saturday, 11 February 2023 at 01:00 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 : 2737
Unique Edges : 1564
Edges With Duplicates : 6217
Total Edges : 7781
Number of Edge Types : 9
Tweet : 2844
Retweet : 1760
MentionsInRetweet : 1966
Mentions : 681
Quote : 100
MentionsInQuote : 63
MentionsInReplyTo : 128
Replies to : 238
MentionsInQuoteReply : 1
Self-Loops : 3452
Reciprocated Vertex Pair Ratio : 0.0454290521592821
Reciprocated Edge Ratio : 0.0869098712446352
Connected Components : 1190
Single-Vertex Connected Components : 841
Maximum Vertices in a Connected Component : 384
Maximum Edges in a Connected Component : 1866
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.714669
Graph Density : 0.000248917263320279
Modularity : 0.30471
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,737 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 2577-day, 8-hour, 46-minute period from Thursday, 21 January 2016 at 16:13 UTC to Saturday, 11 February 2023 at 01:00 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:
[234] online,learning [218] evrenkntenglish,#english [191] #elearning,#education [181] #english,#englishlanguage [175] #grammar,#ingilizce [173] online,course [163] #onlinelearning,#education [152] #edtech,#elearning [150] #phraselverbs,#studyenglish [145] 18,book Top Word Pairs in Tweet in G1:
[101] #onlinelearning,#education [100] online,learning [93] online,course [66] #education,#onlinelearning [64] one,biggest [61] course,content [60] content,writer [60] search,professional [60] writer,working [60] biggest,company Top Word Pairs in Tweet in G2:
[84] #udemycoupon,#onlinecourses [68] #udemyfree,#udemycoupon [68] #udemycourse,#udemyfree [68] #udemy,#udemycourse [50] #onlinecourses,#udemycoupons [45] #udemycoupons,#udemycourses [40] #udemycourses,#programming [39] #programming,#javascript [39] #udemydeals,#html [39] #html,#onlinelearning Top Word Pairs in Tweet in G3:
[218] evrenkntenglish,#english [179] #english,#englishlanguage [175] #grammar,#ingilizce [150] #phraselverbs,#studyenglish [121] #englishlanguage,#yds [105] #ingilizce,#vocab [87] #vocabulary,#grammar [70] #englishquiz,#englishvocabulary [66] #english,#englishteacher [65] #englishlanguage,#english Top Word Pairs in Tweet in G4:
[46] gt,#onlinelearning [45] more,info [45] info,gt [44] #onlinelearning,#remotework [38] #edtech,#onlinelearning [31] #remotework,#edtech [30] #onlinelearning,#learnxplore [29] #stem,#steam [28] certpointorg,serty [27] #edtech,#highered Top Word Pairs in Tweet in G5:
[17] teachers,students [16] special,thanks [16] check,special [16] webpage,great [16] articles,check [16] updated,webpage [16] #onlinelearning,#education [16] great,articles [10] think,#remoteinstruction [10] times,both Top Word Pairs in Tweet in G6:
[79] #massmedia,#digitalmedia [77] من,خلال [76] الرابط,التالي [76] خلال,الرابط [70] #جامعة_الجميع_الذكية,#onlinelearning [66] يمكنكم,التسجيل [63] التسجيل,من [62] #esu,#elearning [62] #management,#massmedia [60] #elearning,#جامعة_الجميع_الذكية Top Word Pairs in Tweet in G7:
[36] online,course [28] website,active [28] #onlinelearning,#elearning [28] click,link [28] someone,help [28] #onlineeducation,#digitalmarketing [28] looking,someone [28] #elearning,#onlinecourse [28] #udemy,#digitallearning [28] promote,online Top Word Pairs in Tweet in G8:
[21] daily,#elearning [21] check,latest [21] #elearning,#distancelearning [21] latest,learning [21] resources,updated [21] updated,daily [21] news,resources [21] learning,news [20] #university,#onlinedegree [20] #distancelearning,#onlinelearning Top Word Pairs in Tweet in G9:
[69] #tuition,#onlinelearning [65] #onlinelearning,#students [56] #students,#teachers [42] #teachers,#education [37] read,more [36] #education,#studying [31] tcg,world [31] #studying,#teaching [30] #education,center [30] #nfts,#metaverses Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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: