The graph represents a network of 5,827 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 Tuesday, 27 July 2021 at 00:01 UTC.
The requested start date was Friday, 23 July 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, 4-hour, 13-minute period from Tuesday, 20 July 2021 at 19:46 UTC to Friday, 23 July 2021 at 00:00 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 : 5827
Unique Edges : 3749
Edges With Duplicates : 11874
Total Edges : 15623
Number of Edge Types : 5
Retweet : 5162
MentionsInRetweet : 6186
Tweet : 2295
Mentions : 1646
Replies to : 334
Self-Loops : 2345
Reciprocated Vertex Pair Ratio : 0.0168707076739325
Reciprocated Edge Ratio : 0.0331816179709294
Connected Components : 1292
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 2865
Maximum Edges in a Connected Component : 11456
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.374781
Graph Density : 0.00020062977305771
Modularity : 0.424755
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,827 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 Tuesday, 27 July 2021 at 00:01 UTC.
The requested start date was Friday, 23 July 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, 4-hour, 13-minute period from Tuesday, 20 July 2021 at 19:46 UTC to Friday, 23 July 2021 at 00:00 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:
[6564] machine,learning [750] artificial,intelligence [611] data,science [523] #featured,#courses [448] bylilyv,#featured [406] learning,python [392] deep,learning [376] #courses,machine [361] ai,machine [337] intelligence,machine Top Word Pairs in Tweet in G1:
[2392] machine,learning [509] #featured,#courses [478] data,science [434] bylilyv,#featured [384] artificial,intelligence [363] #courses,machine [293] deep,learning [277] learning,python [258] learning,data [226] #machine,#learning Top Word Pairs in Tweet in G2:
[667] machine,learning [38] ai,machine [31] learning,models [29] artificial,intelligence [27] using,machine [20] learning,model [18] learning,ai [16] #machine,learning [14] #3novices,#meghashyam [14] #meghashyam,thiruveedula Top Word Pairs in Tweet in G3:
[450] machine,learning [86] learning,python [81] start,machine [78] python,libraries [78] libraries,notebooks [78] notebooks,machine [78] learning,theory [78] theory,containers [78] containers,restful [78] restful,apis Top Word Pairs in Tweet in G4:
[259] machine,learning [211] artificial,intelligence [101] intelligence,machine [29] learning,artificial [26] deep,learning [22] data,science [21] #ai,#ml [17] #machine,#learning [16] ai,machine [15] learning,data Top Word Pairs in Tweet in G5:
[178] machine,learning [19] #machinelearning,#intoainews [17] artificial,intelligence [16] deep,learning [15] data,science [14] design,patterns [12] google,cloud [10] kdnuggets,#kdn [10] re,partnering [10] partnering,coursera Top Word Pairs in Tweet in G6:
[224] machine,learning [16] #ai,#technology [14] learning,ml [14] hello,everyone [14] everyone,doing [14] doing,giveaway [14] giveaway,celebrated [14] celebrated,machine [14] learning,ebooks [14] ebooks,ml Top Word Pairs in Tweet in G7:
[45] machine,learning [11] ai,machine [9] learning,icml [8] learning,algorithms [8] international,conference [8] conference,machine [7] learning,proceedings [7] proceedings,twenty [6] journal,machine [6] learning,research Top Word Pairs in Tweet in G8:
[162] machine,learning [37] learning,flashcards [36] hear,going [36] going,hand [36] hand,re [36] re,draw [36] draw,335 [36] 335,machine [36] flashcards,permission [36] permission,punch Top Word Pairs in Tweet in G9:
[57] machine,learning [45] research,shows [43] biased,here's [43] here's,make [43] work,iamagbolade [27] shows,ai [27] ai,biased [27] make,algorithms [27] algorithms,work [26] human,brain Top Word Pairs in Tweet in G10:
[124] machine,learning [30] simulation,based [30] based,inference [29] happy,release [29] release,swyft [29] swyft,practical [29] practical,machine [29] learning,tool [29] tool,robust [29] robust,simulation 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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