The graph represents a network of 5,102 Twitter users whose tweets in the requested range contained ""machine learning"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 September 2021 at 00:06 UTC.
The requested start date was Friday, 10 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 5-hour, 55-minute period from Sunday, 05 September 2021 at 21:00 UTC to Wednesday, 08 September 2021 at 02:56 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 : 5102
Unique Edges : 3131
Edges With Duplicates : 12930
Total Edges : 16061
Number of Edge Types : 5
Retweet : 5858
MentionsInRetweet : 6817
Tweet : 1722
Mentions : 1414
Replies to : 250
Self-Loops : 1785
Reciprocated Vertex Pair Ratio : 0.0131694468832309
Reciprocated Edge Ratio : 0.0259965337954939
Connected Components : 968
Single-Vertex Connected Components : 496
Maximum Vertices in a Connected Component : 3076
Maximum Edges in a Connected Component : 13467
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.940529
Graph Density : 0.000266048785908421
Modularity : 0.391827
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 5,102 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 September 2021 at 00:06 UTC.
The requested start date was Friday, 10 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 5-hour, 55-minute period from Sunday, 05 September 2021 at 21:00 UTC to Wednesday, 08 September 2021 at 02:56 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 : %22machine learning%22
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:
[6212] machine,learning [1061] data,science [638] #featured,#courses [581] artificial,intelligence [573] bylilyv,#featured [435] #courses,machine [430] deep,learning [339] learning,data [329] learning,python [327] friend,sent Top Word Pairs in Tweet in G1:
[2585] machine,learning [774] data,science [607] #featured,#courses [542] bylilyv,#featured [407] #courses,machine [343] deep,learning [296] learning,python [275] learning,data [264] learning,algorithms [243] #machine,#learning Top Word Pairs in Tweet in G2:
[551] machine,learning [93] ø,ø [81] ù,ø [76] ø,ù [47] ù,ù [40] ãƒ,ム[28] ai,machine [26] data,science [17] artificial,intelligence [17] data,analysis Top Word Pairs in Tweet in G3:
[320] machine,learning [317] friend,sent [317] sent,machine [317] learning,meme [316] towernter,friend [2] relationship,between [2] between,artificial [2] artificial,intelligence [2] intelligence,machine [2] learning,deep Top Word Pairs in Tweet in G4:
[219] machine,learning [76] become,better [76] better,gambler [76] gambler,need [76] need,learn [76] learn,probabilities [76] probabilities,useful [76] useful,machine [76] learning,cares [75] svpino,become Top Word Pairs in Tweet in G5:
[87] stanford,proud [87] proud,bring [87] bring,together [87] together,leaders [87] leaders,academia [87] academia,industry [87] industry,showcase [87] showcase,advances [87] advances,graph [87] graph,neural Top Word Pairs in Tweet in G6:
[303] machine,learning [205] artificial,intelligence [102] intelligence,machine [40] ai,machine [34] data,science [34] intelligence,ai [30] deep,learning [29] learning,ml [24] learning,data [23] use,artificial Top Word Pairs in Tweet in G7:
[307] machine,learning [61] data,science [52] science,machine [39] github,microsoft [39] microsoft,ml [39] ml,beginners [39] beginners,12 [39] 12,weeks [39] weeks,25 [39] 25,lessons Top Word Pairs in Tweet in G8:
[189] machine,learning [54] data,science [54] thread,µðÿ [52] five,free [52] free,udemy [52] udemy,courses [52] courses,introduction [52] introduction,machine [52] learning,artificial [52] artificial,intelligence Top Word Pairs in Tweet in G9:
[132] machine,learning [33] statistics,machine [33] learning,#python [33] #python,free [33] free,300 [33] 300,pdf [33] pdf,#statistics [32] kirkdborne,statistics [32] #statistics,#machinelearningâ [17] learning,model Top Word Pairs in Tweet in G10:
[142] machine,learning [62] learning,bookcamp [57] copies,machine [57] bookcamp,one [57] one,retweet [57] retweet,tweet [57] tweet,follow [57] follow,join [57] join,ml [56] al_grigor,copies 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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