The graph represents a network of 2,718 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 1249-day, 17-hour, 17-minute period from Tuesday, 13 August 2019 at 07:37 UTC to Saturday, 14 January 2023 at 00:55 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 : 2718
Unique Edges : 1401
Edges With Duplicates : 6559
Total Edges : 7960
Number of Edge Types : 8
Tweet : 2651
Replies to : 182
Retweet : 2003
MentionsInRetweet : 2243
Quote : 49
MentionsInQuote : 62
Mentions : 601
MentionsInReplyTo : 169
Self-Loops : 3140
Reciprocated Vertex Pair Ratio : 0.0276923076923077
Reciprocated Edge Ratio : 0.0538922155688623
Connected Components : 1069
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 533
Maximum Edges in a Connected Component : 2316
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.307404
Graph Density : 0.000271367995313621
Modularity : 0.309118
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,718 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 1249-day, 17-hour, 17-minute period from Tuesday, 13 August 2019 at 07:37 UTC to Saturday, 14 January 2023 at 00:55 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:
[292] evrenkntenglish,#english [272] #grammar,#ingilizce [212] #vocabulary,#grammar [194] #elearning,#education [171] #englishgrammar,#englishlanguage [168] online,learning [155] #englishlanguage,#vocabulary [150] #edtech,#elearning [140] 18,book [140] book,#edtech Top Word Pairs in Tweet in G1:
[85] #elearning,#onlinelearning [75] #onlinelearning,#education [70] #onlinelearning,#elearning [62] learn,more [49] #homeschoolingmama,#secularhomeschool [49] #homeschooler,#homeschoolingmom [49] #homeschool,#homeschooling [49] #secularhomeschooling,#onlinelearning [49] #secularhomeschool,#secularhomeschooling [49] #education,#learning Top Word Pairs in Tweet in G2:
[157] #elearning,#education [140] forum,2023 [140] world,forum [140] #edtech,#elearning [140] edtech,world [140] 18,book [140] 17,18 [140] london,17 [140] 2023,london [140] book,#edtech Top Word Pairs in Tweet in G3:
[251] evrenkntenglish,#english [236] #grammar,#ingilizce [186] #vocabulary,#grammar [155] #englishgrammar,#englishlanguage [137] #englishlanguage,#vocabulary [120] #ingilizce,#vocab [94] #phraselverbs,#studyenglish [87] #englishlanguage,#englishquiz [85] #english,#englishteacher [81] #phrasalverbs,#studyenglish Top Word Pairs in Tweet in G4:
[82] solution,differential [82] deals,numerical [82] branch,mathematics [82] important,branch [82] equations,very [82] very,important [82] numerical,solution [82] book,deals [82] differential,equations [81] parajulisaroj16,book Top Word Pairs in Tweet in G5:
[50] top,edtech [47] region,gt [39] #work,#education [35] certpointorg,top [33] #education,#remotework [33] #edutech,#work [31] #remotework,#onlinelearning [28] certpointorg,serty [28] #learnxplore,#learnxploreapp [26] work,experience Top Word Pairs in Tweet in G6:
[48] made,cheers [48] year,re [48] cheers,achieving [48] happy,year [48] unusual,levels [48] glad,made [48] look,forward [48] achieving,unusual [48] forward,more [48] growth,look Top Word Pairs in Tweet in G7:
[18] #nexforduniversity,#12daysofchristmas [11] #12daysofchristmas,#highereducation [10] #highereducation,#onlinelearning [10] #mba,#bba [10] reach,thanks [10] #onlinelearning,#mba [10] student,reach [10] #onlinelearning,#edtech [10] latest,student [9] online,learning Top Word Pairs in Tweet in G8:
[51] 30,pm [51] desktop,8pm [51] anywhere,30 [51] interested,dm [51] 8pm,batch [51] week,power [51] automate,desktop [51] pm,batch [51] courses,starting [51] batch,automation Top Word Pairs in Tweet in G9:
[99] الرابط,التالي [97] من,خلال [97] خلال,الرابط [71] التسجيل,من [71] يمكنكم,التسجيل [60] #جامعة_الجميع_الذكية,#onlinelearning [55] #esu,#جامعة_الجميع_الذكية [51] esu_university,يمكنكم [42] التالي,#management [38] #massmedia,#digitalmedia Top Word Pairs in Tweet in G10:
[72] #tuition,#onlinelearning [69] #onlinelearning,#students [62] #students,#teachers [47] #teachers,#education [38] #education,#studying [36] full,article [36] read,full [32] #studying,#teaching [31] news,ibm [31] sharing,knowledge Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G9:
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: