Clean and preprocess the data: handle missing values,
remove duplicates and handle incorrect data
Plot temperature over time
Create a histogram of temperature distribution
Plot a scatter plot of temperature vs. humidity
Generate a correlation heatmap of the dataset and explain the
output in a markdown cell
