The graph represents a network of 4,959 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, 30 January 2021 at 01:16 UTC.
The requested start date was Friday, 29 January 2021 at 01:01 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 6-day, 19-hour, 59-minute period from Friday, 22 January 2021 at 05:01 UTC to Friday, 29 January 2021 at 01:01 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 : 4959
Unique Edges : 3184
Edges With Duplicates : 12729
Total Edges : 15913
Number of Edge Types : 5
Tweet : 1902
Retweet : 5749
MentionsInRetweet : 6783
Mentions : 1245
Replies to : 234
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0141865378810746
Reciprocated Edge Ratio : 0.0279761904761905
Connected Components : 970
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 2755
Maximum Edges in a Connected Component : 12837
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.509872
Graph Density : 0.000273318256903055
Modularity : 0.385188
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,959 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, 30 January 2021 at 01:16 UTC.
The requested start date was Friday, 29 January 2021 at 01:01 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 6-day, 19-hour, 59-minute period from Friday, 22 January 2021 at 05:01 UTC to Friday, 29 January 2021 at 01:01 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:
[6374] machine,learning [897] data,science [570] #featured,#courses [513] bylilyv,#featured [449] #iot,#iiot [427] #bigdata,#analytics [426] artificial,intelligence [406] learning,data [398] #courses,machine [391] #analytics,#datascience Top Word Pairs in Tweet in G1:
[2122] machine,learning [518] data,science [518] #featured,#courses [461] bylilyv,#featured [434] #iot,#iiot [412] #bigdata,#analytics [376] #analytics,#datascience [351] #courses,machine [281] #datascience,#ai [276] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1328] machine,learning [213] data,science [115] artificial,intelligence [81] #ai,#ml [78] learning,data [71] deep,learning [67] intelligence,machine [59] learning,algorithms [57] #ml,#dl [52] learning,python Top Word Pairs in Tweet in G3:
[511] machine,learning [50] azure,machine [36] artificial,intelligence [29] learning,data [26] general,availability [26] learning,output [26] output,datasets [25] public,preview [25] data,labeling [25] labeling,image Top Word Pairs in Tweet in G4:
[317] machine,learning [127] learning,machine [127] learning,focus [127] focus,algorithms [127] algorithms,first [127] first,linear [127] linear,regression [127] regression,logistic [127] logistic,regression [127] regression,decision Top Word Pairs in Tweet in G5:
[175] machine,learning [58] sequence,much [38] learning,model [38] course,machine [33] georgia,tech [33] tech,offering [33] offering,free [33] free,course [33] learning,trading [33] trading,co Top Word Pairs in Tweet in G6:
[169] machine,learning [147] satellite,remote [147] remote,sensing [147] sensing,technology [147] technology,machine [147] big,data [147] data,analysis [144] learning,big [144] analysis,identify [144] identify,deliver Top Word Pairs in Tweet in G7:
[132] machine,learning [87] artificial,intelligence [47] intelligence,machine [20] #ai,#machinelearning [17] first,artificial [16] learning,action [16] action,plan [14] plan,fda [12] data,science [12] #ai,#ml Top Word Pairs in Tweet in G8:
[86] anyone,covering [86] covering,wall [86] wall,street [86] street,gme [86] gme,reaping [86] reaping,sowing [86] sowing,gone [86] gone,fact [86] fact,lot [86] lot,gamestop Top Word Pairs in Tweet in G9:
[93] machine,learning [34] bindureddy,machine [32] learning,become [32] become,more [32] more,accessible [32] accessible,before [32] before,automl [32] automl,literally [32] literally,connect [32] connect,data Top Word Pairs in Tweet in G10:
[74] machine,learning [18] applications,open [18] phd,studentships [18] studentships,applied [18] applied,maths [18] maths,statistics [18] statistics,machine [18] learning,exciting [18] exciting,application [18] application,areas 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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