Part $1$: Loading the Dataset; Preliminary Analysis

In this section, we will load the data into a DataFrame, and will explore the structure of the data set.

Create a markdown cell that displays a level $2$ header that reads: "Part $1$: Loading the Dataset; Preliminary Analysis". Also

add some text briefly describing the purpose of your code in this part.

The data is stored in the tab$-$delimited text file diamonds.txt$.$ Download this file into the directory that contains your

notebook, and then load the data into a DataFrame named diamonds. Use the head$()$ method to display the first $10$ rows

of this DataFrame.

Add a markdown cell explaining that we will determine the size of the dataset.

$2$

Print the shape of the diamonds DataFrame.

We will now inspect the distribution of the columns in diamonds. Add a markdown cell to briefly explain this.

Call the DataFrame method describe$()$ on diamonds to display a DataFrame containing descriptive statistics for each

of the columns.