The graph represents a network of 2,853 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 09:05 UTC.
The tweets in the network were tweeted over the 1078-day, 13-hour, 35-minute period from Wednesday, 04 March 2020 at 11:24 UTC to Thursday, 16 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 : 2853
Unique Edges : 1674
Edges With Duplicates : 5995
Total Edges : 7669
Number of Edge Types : 9
Tweet : 2962
Retweet : 1539
MentionsInRetweet : 1802
Mentions : 838
MentionsInReplyTo : 127
Replies to : 256
MentionsInQuote : 57
Quote : 87
MentionsInQuoteReply : 1
Self-Loops : 3520
Reciprocated Vertex Pair Ratio : 0.0437800320341698
Reciprocated Edge Ratio : 0.0838874680306905
Connected Components : 1262
Single-Vertex Connected Components : 883
Maximum Vertices in a Connected Component : 433
Maximum Edges in a Connected Component : 2000
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.20936
Graph Density : 0.000240267743066156
Modularity : 0.323908
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,853 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 09:05 UTC.
The tweets in the network were tweeted over the 1078-day, 13-hour, 35-minute period from Wednesday, 04 March 2020 at 11:24 UTC to Thursday, 16 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:
[223] online,learning [210] online,course [175] #elearning,#education [158] learn,more [158] #onlinelearning,#education [131] #edtech,#elearning [130] #esu,#elearning [130] #جامعة_الجميع_الذكية,#onlinelearning [128] 18,book [128] book,#edtech Top Word Pairs in Tweet in G1:
[112] online,learning [101] online,course [99] #onlinelearning,#education [69] learn,more [68] #education,#onlinelearning [65] one,biggest [63] #onlinelearning,#onlinecourses [63] course,content [61] professional,online [60] content,writer Top Word Pairs in Tweet in G2:
[85] #udemycoupon,#onlinecourses [67] #udemyfree,#udemycoupon [67] #udemycourse,#udemyfree [67] #udemy,#udemycourse [49] #onlinecourses,#udemycoupons [45] #udemycoupons,#udemycourses [41] #edtech,#onlinelearning [40] #udemycourses,#programming [39] #coding,#python [39] #programming,#javascript Top Word Pairs in Tweet in G3:
[105] #tuition,#onlinelearning [99] #onlinelearning,#students [85] #students,#teachers [74] #teachers,#education [64] #education,#studying [57] read,more [57] #studying,#teaching [49] #teaching,#tutor [41] read,full [41] full,article Top Word Pairs in Tweet in G4:
[18] more,info [18] info,gt [18] certpointorg,serty [18] #remotework,#edtech [18] #onlinelearning,#remotework [18] gt,#onlinelearning [11] online,courses [11] #edtech,#highered [10] percent,convinced [10] well,things Top Word Pairs in Tweet in G5:
[70] #englishquiz,#englishvocabulary [68] evrenkntenglish,#english [47] #phraselverbs,#studyenglish [44] #grammar,#ingilizce [42] #english,#englishteacher [36] #englishlanguage,#english [36] #english,#englishwords [36] evrenkntenglish,#englishlanguage [36] #englishteacher,#englishquiz [35] #english,#englishvocabulary Top Word Pairs in Tweet in G6:
[22] daily,#elearning [22] updated,daily [22] learning,news [22] latest,learning [22] resources,updated [22] news,resources [22] #elearning,#distancelearning [22] check,latest [21] #wbt,#college [21] #virtuallearning,#cbt Top Word Pairs in Tweet in G7:
[78] الرابط,التالي [74] يمكنكم,التسجيل [71] #esu,#elearning [71] #جامعة_الجميع_الذكية,#onlinelearning [63] #elearning,#جامعة_الجميع_الذكية [50] #massmedia,#digitalmedia [47] esu_university,يمكنكم [43] من,خلال [42] خلال,الرابط [38] التالي,#management Top Word Pairs in Tweet in G8:
[17] women,#onlinelearning [15] 16,11 [15] february,16 [15] 11,wat [14] join,online [12] webinar,women [12] creating,jobs [11] job,added [11] 30,people [11] positioning,africa Top Word Pairs in Tweet in G9:
[19] #onlinelearning,#livewhilelearning [13] online,learning [12] #education,#onlinelearning [12] latest,student [12] learning,daily [12] #onlinelearning,#education [12] student,reach [12] latest,online [9] daily,thanks [7] #thekeystoneschool,#onlinelearning Top Word Pairs in Tweet in G10:
[28] 2023,ends [28] years,contract [28] #unacademy,renewing [28] renewing,contract [28] january,31st [28] contract,#unacademy [28] contract,under [28] under,non [28] 31st,2023 [28] ends,years Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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: