Analyse airquality temperature

This exercise involves investigating the water holding capacity of soil in three different woodland areas by analyzing soil samples. The data provided includes the water holding capacity (in milliliters per gram) for each sample from Woodland A, B, and C. The task is to carry out a suitable analysis, such as calculating basic statistics (mean, standard deviation) and performing a one-way ANOVA to determine if there are significant differences between the three areas. The analysis will require making assumptions about the normality of data distribution, homogeneity of variance, and the independence of samples. The goal is to conclude whether the differences in water holding capacity between the woodland areas are statistically significant.