The graph represents a network of 5,804 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 04:54 UTC.
The requested start date was Saturday, 15 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 30-day, 1-hour, 0-minute period from Wednesday, 14 September 2022 at 15:09 UTC to Friday, 14 October 2022 at 16:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 5804
Unique Edges : 2853
Edges With Duplicates : 22795
Total Edges : 25648
Number of Edge Types : 5
Tweet : 10864
Retweet : 6437
MentionsInRetweet : 6871
Mentions : 1339
Replies to : 137
Self-Loops : 11204
Reciprocated Vertex Pair Ratio : 0.0316990701606086
Reciprocated Edge Ratio : 0.0614502253174928
Connected Components : 1946
Single-Vertex Connected Components : 1305
Maximum Vertices in a Connected Component : 1807
Maximum Edges in a Connected Component : 8998
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.367884
Graph Density : 0.00014494986017475
Modularity : 0.21987
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 5,804 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 October 2022 at 04:54 UTC.
The requested start date was Saturday, 15 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 30-day, 1-hour, 0-minute period from Wednesday, 14 September 2022 at 15:09 UTC to Friday, 14 October 2022 at 16:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[4978] #byjus,#onlinelearning [638] #english,#englishlanguage [591] online,learning [537] #englishlanguage,#english [399] #english,#englishlearning [386] #englishgrammar,#phrasalverbs [370] #englishlearning,#englishgrammar [366] evrenkntenglish,#english [359] #englishlanguage,#englishlearning [315] nov,15 Top Word Pairs in Tweet in G1:
[3399] #byjus,#onlinelearning [229] online,learning [142] #amazonacademy,#onlinelearning [98] billion,#byjus [96] education,efa [95] #embibe,#onlinelearning [88] cuet,future [86] future,#byjus [83] popular,apps [83] apps,students Top Word Pairs in Tweet in G2:
[313] nov,15 [312] world,forum [312] edtech,world [312] book,#edtech [312] london,nov [312] 15,16 [312] forum,2022 [312] 16,book [312] 2022,london [158] #edtech,#elearning Top Word Pairs in Tweet in G3:
[621] #english,#englishlanguage [535] #englishlanguage,#english [394] #english,#englishlearning [386] #englishgrammar,#phrasalverbs [369] #englishlearning,#englishgrammar [366] evrenkntenglish,#english [349] #englishlanguage,#englishlearning [296] #englishgrammar,#englishquiz [286] #learnenglish,#learning [280] #englishlanguage,#yds Top Word Pairs in Tweet in G4:
[176] #reaching,#new [176] #digitalindia,#digital [176] #new,heights [176] #internet,#connectivity [176] heights,#digitalindia [176] #digital,#digitalmarketing [175] skodineya,#internet [175] #connectivity,#siachenglacier [175] #siachenglacier,#reaching [174] #digitalmarketing,#influence Top Word Pairs in Tweet in G5:
[53] online,learning [30] online,courses [28] online,education [23] article,steph_moore [23] publish,research [23] excited,publish [23] mkbtuc,#otessajournal [23] veletsianos,mkbtuc [23] #otessajournal,synthesis [23] steph_moore,veletsianos Top Word Pairs in Tweet in G6:
[131] #essaypay,#assignmentpay [131] homework,assignment [131] class,homework [131] assignment,exam [131] calculus,statistics [131] help,calculus [131] online,class [131] expert,help [131] statistics,#essaypay [131] exam,expert Top Word Pairs in Tweet in G7:
[106] pre,sale [103] #redteam,#onlinelearning [103] #rto,#redteam [84] rto,course [84] enjoy,#rto [84] course,released [84] released,enjoy [83] sektor7net,rto [53] sale,end [53] sep,28th Top Word Pairs in Tweet in G8:
[22] learn,more [20] #onlinelearning,#distancelearning [17] #distancelearning,#digitallearning [15] curious,#onlinelearning [14] refine,best [14] design,refine [13] believe,power [13] #digitallearning,#parenting [13] #onlinelearning,program [12] #parenting,#homeschooling Top Word Pairs in Tweet in G9:
[82] google,kids [82] kids,space [81] anxiety,lenovo [81] parental,anxiety [80] display,distance [80] distance,reminder [80] lenovo,tabs [80] come,tüv [80] reminder,google [80] space,ensure Top Word Pairs in Tweet in G10:
[172] #byjus,#onlinelearning [12] latest,bits [12] bytes,thanks [12] bits,bytes [11] uni,network [11] green,uni [9] #onlinelearning,#elearning [8] online,learning [8] #onlinelearning,#publicsale [8] #onlinelearning,#edtech Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: