Wind Turbines Dataset Analysis

This repository contains an R Markdown data visualization and analysis project exploring a wind turbines dataset. The analysis focuses on the following questions:

1. How does turbine rotor diameter relate to its rated capacity in Watts?
2. Are there observed clusters in this relationship?

Getting Started

To get started with the project, clone this repository to your local machine and follow the installation instructions below.

Prerequisites

To run this project, you will need to have the following software installed on your system:

• R (>= 4.0.0)
• RStudio (optional, but recommended)

Installation

1. Install the required R packages by running the following commands in your R console:

install.packages("tidyverse")
install.packages("ggplot2")
install.packages("knitr")
install.packages("rmarkdown")

1. Open the Wind Turbine Capacities.Rmd file in RStudio (or your preferred R environment).
2. Run the R Markdown file by clicking the "Knit" button in RStudio (or use the rmarkdown::render() function).

Data

The dataset used in this project contains information about wind turbines, including rotor diameter, rated capacity in Watts, and other relevant variables. The data has been preprocessed and cleaned to ensure quality and consistency.

Variables

The dataset contains the following variables:

• Rotor_Diameter: Turbine rotor diameter (meters)
• Rated_Capacity: Rated capacity in Watts

Analysis

The analysis includes the following steps:

1. Descriptive statistics for each variable
2. Exploration of the relationship between rotor diameter and rated capacity
3. Investigation of possible clusters in the relationship between rotor diameter and rated capacity

Results

The R Markdown report presents the findings from the analysis, addressing the research questions and discussing any identified trends or patterns. The results are presented with clear visualizations and a discussion of the implications for stakeholders.

License

Please note that the code in this repository is provided solely for demonstration purposes and should not be used for any other purpose.

Acknowledgments

• The organizations and individuals who have collected and provided the wind turbines dataset
• The R community for creating and maintaining the packages used in this project