The graph represents a network of 2,659 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 09:05 UTC.
The tweets in the network were tweeted over the 1210-day, 19-hour, 20-minute period from Thursday, 05 September 2019 at 05:39 UTC to Thursday, 29 December 2022 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 : 2659
Unique Edges : 1372
Edges With Duplicates : 6723
Total Edges : 8095
Number of Edge Types : 8
Tweet : 2673
Retweet : 2048
MentionsInRetweet : 2318
Mentions : 622
Replies to : 199
MentionsInQuote : 30
Quote : 42
MentionsInReplyTo : 163
Self-Loops : 3099
Reciprocated Vertex Pair Ratio : 0.0239085239085239
Reciprocated Edge Ratio : 0.0467005076142132
Connected Components : 1025
Single-Vertex Connected Components : 695
Maximum Vertices in a Connected Component : 407
Maximum Edges in a Connected Component : 1717
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.999688
Graph Density : 0.00027873590296708
Modularity : 0.298862
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,659 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 09:05 UTC.
The tweets in the network were tweeted over the 1210-day, 19-hour, 20-minute period from Thursday, 05 September 2019 at 05:39 UTC to Thursday, 29 December 2022 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:
[477] #english,#englishlanguage [393] evrenkntenglish,#english [289] #grammar,#ingilizce [286] #vocabulary,#grammar [243] #phraselverbs,#studyenglish [237] #englishgrammar,#englishquiz [191] online,learning [171] #englishteacher,#englishlearning [170] #ingilizce,#vocab [154] #englishgrammar,#englishlearning Top Word Pairs in Tweet in G1:
[88] #onlinelearning,#education [86] #education,#onlinelearning [69] #elearning,#onlinelearning [69] online,learning [66] #onlinecourse,#onlinelearning [66] #elearning,#education [57] #onlinelearning,#learning [55] #homeschoolingmama,#secularhomeschool [55] #homeschooler,#homeschoolingmom [55] #homeschool,#homeschooling Top Word Pairs in Tweet in G2:
[473] #english,#englishlanguage [393] evrenkntenglish,#english [288] #grammar,#ingilizce [283] #vocabulary,#grammar [243] #phraselverbs,#studyenglish [235] #englishgrammar,#englishquiz [169] #englishteacher,#englishlearning [169] #ingilizce,#vocab [154] #englishgrammar,#englishlearning [153] #englishquiz,#englishgrammar Top Word Pairs in Tweet in G3:
[81] #tuition,#onlinelearning [79] #onlinelearning,#students [75] #students,#teachers [51] #teachers,#education [51] #studying,#teaching [45] #education,#studying [44] #courses,#programming [44] #featured,#courses [43] #teaching,#tutor [37] #onlinelearning,#onlineeducation Top Word Pairs in Tweet in G4:
[70] #edutech,#work [65] #work,#education [65] certpointorg,serty [55] #education,#remotework [52] #remotework,#onlinelearning [47] 'cp',gt [47] #stem,#steam [47] join,'cp' [46] #edtech,#onlinelearning [46] #highered,#stem Top Word Pairs in Tweet in G5:
[18] check,latest [17] #school,#virtuallearning [17] #university,#onlinedegree [17] #distancelearning,#onlinelearning [17] news,resources [17] resources,updated [17] daily,#elearning [17] #tech,#technology [17] updated,daily [17] #wbt,#college Top Word Pairs in Tweet in G6:
[15] #onlinelearning,#distancelearning [14] learn,more [13] country,virtual [13] low,country [12] #digitallearning,#parenting [11] #parenting,#homeschooling [11] #distancelearning,#digitallearning [10] winter,break [10] #lcvleads,#onlinelearning [9] parent,exchange Top Word Pairs in Tweet in G7:
[12] acfecate,book [9] publication,#teachereducation [9] excited,announce [9] latest,acfecate [9] #teachereducation,peer [9] announce,latest [9] volume,product [9] book,publication [9] reviewed,volume [9] peer,reviewed Top Word Pairs in Tweet in G8:
[5] #byjus,#onlinelearning [5] news,#byjus [4] learning,news [4] education,today [4] process,online [4] online,vs [4] traditional,education [4] learning,process [4] vs,traditional [4] today,news Top Word Pairs in Tweet in G9:
[35] right,before [35] procrastination,support [35] christmas,papers [35] papers,using [35] support,self [35] news,right [35] exciting,news [35] fight,procrastination [35] assistant,fight [35] before,christmas Top Word Pairs in Tweet in G10:
[8] tool,use [8] webinar,series [8] ch,#eduducttape [8] student,paced [8] use,student [8] #eduducttape,#edtech [8] #edtech,integration [8] paced,learning [8] #edutech,tool [8] learning,ch Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
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: