I attached the file of my Homework

The weather data is chosen from the Kaggle website. The link for the data set is given as follows:
https://www.kaggle.com/datasets/muthuj7/weather-dataset
The data set is a quite large data set with 12 different variables.
Demonstrate:
We are choosing two variables from the data set to create the cross tabulation. The variables chosen are summary and precip type. The contingency table is given as follows:
2.
Now, we will plot the boxplot for two variables that is for temperature and precip. The boxplot is given as follows:
Analyse:
1.
While creating the contingency table we chosen two qualitative variables that is one is the summary and second is precip type. In this table we can see that the values are not uniformly...