> For the complete documentation index, see [llms.txt](https://strongcourages-organization.gitbook.io/maip-documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://strongcourages-organization.gitbook.io/maip-documentation/client-side/dataset-page.md).

# Dataset page

This page provides insights of the training/testing dataset using different tables and plots.

A quick glance of the dataset.

<figure><img src="https://3093775435-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FAVOOTmpVWhvqiExnooYH%2Fuploads%2Fr05Q0EzX9N1Za19Okgd7%2Fimage5.png?alt=media&amp;token=2f82525c-7920-4f14-9e25-fa4ca484ab8c" alt=""><figcaption></figcaption></figure>

This table shows detailed descriptions of features.

<figure><img src="https://3093775435-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FAVOOTmpVWhvqiExnooYH%2Fuploads%2FAAPhYvNsPEMhy1dJv6Xm%2Fimage20.png?alt=media&amp;token=d27da0af-ef8e-41cb-8532-7cc6cb164080" alt=""><figcaption></figcaption></figure>

A table contains different statistics of the feature, such as the number of unique values, number of missing values, mean, standard deviation, median, minimum, and maximum value. A histogram plot for each feature of the database shows the distribution of values in that feature.

<figure><img src="https://3093775435-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FAVOOTmpVWhvqiExnooYH%2Fuploads%2Fihh5t5qpVbJbwt7JhVeq%2Fimage15.png?alt=media&amp;token=9614eb8f-b9a9-4e47-9047-75243165b66c" alt=""><figcaption></figcaption></figure>

The scatter plot represents the relationship between two features of a dataset, each data point as a circle on a two-dimensional coordinate system. The color of each circle represents whether the traffic was Malware or Normal. Malware traffic is denoted with the color blue, while Normal traffic is denoted with the color red.

<figure><img src="https://3093775435-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FAVOOTmpVWhvqiExnooYH%2Fuploads%2FNFFt49ExhMqdB9dLbVCE%2Fimage26.png?alt=media&amp;token=b5b1eee5-9406-4dbd-b2a3-698739b57cfe" alt=""><figcaption></figcaption></figure>

The bar plot displays the frequency or proportion of a categorical feature.

<figure><img src="https://3093775435-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FAVOOTmpVWhvqiExnooYH%2Fuploads%2FugCsPcoQq1FrdAE2mQCf%2Fimage27.png?alt=media&amp;token=44239b58-90fc-4770-a49c-2173d31a469f" alt=""><figcaption></figcaption></figure>
