The graph represents a network of 12,940 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, 26 September 2020 at 04:38 UTC.
The requested start date was Saturday, 26 September 2020 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 13-day, 2-hour, 30-minute period from Saturday, 12 September 2020 at 13:00 UTC to Friday, 25 September 2020 at 15:30 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 : 12940
Unique Edges : 7368
Edges With Duplicates : 22298
Total Edges : 29666
Number of Edge Types : 5
Tweet : 8107
Mentions : 3300
MentionsInRetweet : 9883
Retweet : 8104
Replies to : 272
Self-Loops : 8354
Reciprocated Vertex Pair Ratio : 0.0325858123569794
Reciprocated Edge Ratio : 0.0631149720769435
Connected Components : 4225
Single-Vertex Connected Components : 2579
Maximum Vertices in a Connected Component : 4167
Maximum Edges in a Connected Component : 13158
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.229571
Graph Density : 6.73771458584706E-05
Modularity : 0.429893
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 12,940 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, 26 September 2020 at 04:38 UTC.
The requested start date was Saturday, 26 September 2020 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 13-day, 2-hour, 30-minute period from Saturday, 12 September 2020 at 13:00 UTC to Friday, 25 September 2020 at 15:30 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:
[887] online,learning [317] #onlineeducation,#onlinelearning [290] #leadership,#mindset [281] leadership,lessons [281] #mindset,#leadershipdevelopment [280] image,credit [280] lessons,experts [280] experts,#leadership [276] #leadershipdevelopment,#agile [275] #education,#onlinelearning Top Word Pairs in Tweet in G1:
[288] online,learning [175] read,more [84] knowing,half [83] half,battle [80] #digitaldownload,#onlinelearning [76] battle,#digitaldownload [76] #onlinelearning,#ebook [75] #onlineclasses,#onlinelearning [52] learning,day [47] national,online Top Word Pairs in Tweet in G2:
[60] machine,learning [46] #onlinelearning,#digitalresources [30] virtual,class [29] #elearning,#mlearning [29] sign,workshop [29] workshop,supervised [29] supervised,machine [29] learning,two [29] two,hour [29] hour,online Top Word Pairs in Tweet in G3:
[161] #blendedlearning,#onlinelearning [151] accessibility,huge [151] huge,concern [151] concern,educators [151] educators,teaching [151] teaching,#blendedlearning [151] #onlinelearning,courses [151] courses,explore [150] catlin_tucker,accessibility [150] explore,teachers Top Word Pairs in Tweet in G4:
[103] 10k,10q [102] 10q,coming [101] #education,#onlinelearning [101] gaxy,time [101] time,buy [101] buy,10k [101] coming,pr [101] pr,contract [101] contract,info [101] info,more Top Word Pairs in Tweet in G5:
[289] #leadership,#mindset [280] #mindset,#leadershipdevelopment [279] leadership,lessons [279] lessons,experts [279] experts,#leadership [275] #leadershipdevelopment,#agile [265] drjdrooghaag,leadership [265] #agile,#bu [25] online,learning [25] customer,offer Top Word Pairs in Tweet in G6:
[276] image,credit [271] #पढ,ई_करत [271] ई_करत,_रह [271] _रह,image [271] credit,careerwill [271] careerwill,student [271] student,#onlineeducation [271] #onlineeducation,#onlinelearning [270] careerwillapp,#पढ [5] huge,respect Top Word Pairs in Tweet in G7:
[257] hear,smartest [257] smartest,folks [257] folks,around [257] around,block [257] block,join [257] join,reimagine_2020 [256] reimagine_2020,exclusive [256] exclusive,inside [255] inside,look [254] look,future Top Word Pairs in Tweet in G8:
[24] register,free [24] free,#webinar [24] #webinar,toddwhitaker [24] #edtechchat,#onlinelearning [23] school,district [23] district,tennessee [23] tennessee,worried [23] worried,parents [23] parents,hearing [23] hearing,children Top Word Pairs in Tweet in G9:
[127] languages,unique [127] unique,way [127] way,culturally [127] culturally,enriching [127] enriching,delightfully [127] delightfully,poetic [127] poetic,same [127] same,time [127] time,complex [126] lingoda,languages Top Word Pairs in Tweet in G10:
[54] worked,unrealengine [54] unrealengine,create [54] create,12 [54] 12,course [54] course,class [54] class,use [54] use,unreal [54] unreal,oculus [54] oculus,quest [54] quest,development Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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