The graph represents a network of 5,854 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, 08 August 2020 at 00:08 UTC.
The requested start date was Friday, 07 August 2020 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, 30-minute period from Monday, 03 August 2020 at 23:35 UTC to Thursday, 06 August 2020 at 05:05 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 : 5854
Unique Edges : 4176
Edges With Duplicates : 11865
Total Edges : 16041
Number of Edge Types : 5
Retweet : 5307
MentionsInRetweet : 6799
Replies to : 279
Tweet : 2035
Mentions : 1621
Self-Loops : 2094
Reciprocated Vertex Pair Ratio : 0.0149832775919732
Reciprocated Edge Ratio : 0.029524186107816
Connected Components : 1234
Single-Vertex Connected Components : 687
Maximum Vertices in a Connected Component : 3287
Maximum Edges in a Connected Component : 12574
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.101512
Graph Density : 0.000221431214393922
Modularity : 0.447004
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,854 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, 08 August 2020 at 00:08 UTC.
The requested start date was Friday, 07 August 2020 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, 30-minute period from Monday, 03 August 2020 at 23:35 UTC to Thursday, 06 August 2020 at 05:05 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:
[5665] machine,learning [701] #bigdata,#analytics [651] #analytics,#datascience [620] #iot,#iiot [573] data,science [546] #datascience,#ai [391] #iiot,#python [365] #python,#rstats [345] #ai,#machinelearning [328] available,kaggle Top Word Pairs in Tweet in G1:
[2031] machine,learning [681] #bigdata,#analytics [635] #analytics,#datascience [601] #iot,#iiot [532] #datascience,#ai [381] #iiot,#python [364] data,science [354] #python,#rstats [324] #ai,#machinelearning [181] #ai,#iot Top Word Pairs in Tweet in G2:
[739] machine,learning [41] ai,machine [36] artificial,intelligence [30] data,science [25] learning,model [20] science,machine [19] intelligence,machine [15] learning,models [15] see,more [15] data,machine Top Word Pairs in Tweet in G3:
[340] machine,learning [310] available,kaggle [309] kaggle,wait [309] wait,see [270] entire,dataset [270] dataset,7m [270] 7m,arxiv [270] arxiv,papers [270] papers,available [270] learning,community Top Word Pairs in Tweet in G4:
[179] machine,learning [64] future,machine [64] learning,tiny [64] tiny,bright [64] bright,harvardonline [64] harvardonline,tensorflow [59] tensorflow,launched [59] launched,series [59] series,short [59] short,tinyml Top Word Pairs in Tweet in G5:
[116] machine,learning [30] amazon,sagemaker [23] sagemaker,processing [19] 140,machine [19] learning,formulas [18] analyticbridge,140 [15] aws,machine [15] aws,step [15] step,functions [14] learning,algorithms Top Word Pairs in Tweet in G6:
[99] machine,learning [57] multivariate,calculus [56] mathematics,machine [56] learning,multivariate [56] calculus,recently [56] recently,reviewing [56] reviewing,concepts [56] concepts,multivariate [55] omarsar0,mathematics [28] keep,learning Top Word Pairs in Tweet in G7:
[36] covid,19 [26] help,first [26] first,responders [23] machine,learning [19] public,forecasts [18] 19,public [17] partnership,harvardgh [17] harvardgh,googlecloud [17] googlecloud,releasing [17] releasing,covid Top Word Pairs in Tweet in G8:
[104] machine,learning [92] military,grade [92] grade,unhackable [92] take,security [92] security,seriously [91] #infosec,red [91] red,flags [91] flags,military [91] unhackable,take [91] seriously,rock Top Word Pairs in Tweet in G9:
[83] machine,learning [32] naturebiotech,paper [32] paper,reports [32] reports,sars [32] sars,cov [32] cov,reliably [32] reliably,detected [32] detected,nasal [32] nasal,swab [32] swab,samples Top Word Pairs in Tweet in G10:
[113] machine,learning [21] bylilyv,complete [21] complete,#python [21] #python,#developer [21] #developer,2020 [21] 2020,zero [21] zero,mastery [21] mastery,become [21] become,#python3 [21] #python3,developer 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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