house

the house dataset contains \(6\) features and \(414\) records. the target feature is unit.price and the remaining 5 variables are predictors.

 datasets

Provides a collection of helper functions and illustrative datasets to support learning and teaching of data science with R. The package is designed as a companion to the book <https://book-data-science-r.netlify.app>, making key data science techniques accessible to individuals with minimal coding experience. Functions include tools for data partitioning, performance evaluation, and data transformations (e.g., z-score and min-max scaling). The included datasets are curated to highlight practical applications in data exploration, modeling, and multivariate analysis. An early inspiration for the package came from an ancient Persian idiom about "eating the liveR," symbolizing deep and immersive engagement with knowledge.

Abdolreza Mohammadi

liver

Toolkit and Datasets for Data Science

Reza Mohammadi

Kevin Burke

house function

the <code>house</code> dataset, as a data frame, contains \(414\) rows and \(6\) columns (variables/features). the \(6\) variables are:<ul>
<li><code>house.age</code>: house age (numeric, in year).</li>
<li><code>distance.to.MRT</code>: distance to the nearest MRT station (numeric).</li>
<li><code>stores.number</code>: number of convenience stores (numeric).</li>
<li><code>latitude</code>: latitude (numeric).</li>
<li><code>longitude</code>: longitude (numeric).</li>
<li><code>unit.price</code>: house price of unit area (numeric).</li>
</ul>

Format

house data set — house

the <code>house</code> dataset, as a data frame, contains \(414\) rows and \(6\) columns (variables/features). the \(6\) variables are:<ul>
<li><code>house.age</code>: house age (numeric, in year).</li>
<li><code>distance.to.MRT</code>: distance to the nearest MRT station (numeric).</li>
<li><code>stores.number</code>: number of convenience stores (numeric).</li>
<li><code>latitude</code>: latitude (numeric).</li>
<li><code>longitude</code>: longitude (numeric).</li>
<li><code>unit.price</code>: house price of unit area (numeric).</li>
</ul>

house: house data set

Description

Usage

Arguments

Format

Details

References

See Also

Examples