In Widzo1/ForestFires: Data set on forest fires in Portugal

knitr::opts_chunk$set(
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ForestFires

The goal of ForestFires is to present data for a particularly challenging regression task of predicting the size of the burned area using various meteorological measurements.

Installation

You can install the released version of ForestFires from CRAN with:

install.packages("ForestFires")

Example

This is a basic example which shows you how to solve a common problem:

library(ForestFires)
## distribution of observations by month
library(tidyverse)
ForestFires%>%
  group_by(month)%>%
  summarize(count = n())%>%
  ggplot(aes(x = month, y = count)) + 
  geom_col(fill ="#3D9970") +
  ggtitle("Distribution of Forest Fires by month")

## basic ggpairs for regression preliminary analysis
library(GGally)
ggpairs(data = ForestFires, columns = 7:13, title = "Basic scatter plot matrix")