Hands-On Exploratory Data Analysis with Python

Descriptive statistics

Let's see some sample data from the red wine dataframe. Remember, we can use different methods to see the data from a dataframe, including pd.head(), pd.tail(), and pd.iloc():

1. Here, I am going to check the entries between the 100^th and 110^th rows:

df_red.iloc[100:110]

The output of the preceding code is given here:

Figure 12.1 - Display the entries from the 100th to 110th rows from the red wine dataframe

2. In addition to this, we can see the datatypes for each column. Let's use the snippet given here:

df_red.dtypes

The output of the preceding code is as follows:

fixed acidity float64volatile acidity float64citric acid ...