Pandas offers the handy mean() method that calculates the average of all values for each column. Here's how you can utilize it:

To determine the average value for a specific column, you can follow this method:

Pandas also provides the mode() method, which identifies the most frequently occurring value in each column. See the example below:

To find the mode for a particular column, you can do this:

Another useful method in pandas is describe(). Here's how to use it:

This method provides an overview of various metrics from the dataset, including:

• Total number of entries;
• Mean or average value;
• Standard deviation;
• The minimum and maximum values;
• The 25th, 50th (median), and 75th percentiles.