How do I get the row count of a Pandas DataFrame?

📝 Easy Guide to Getting Row Count of a Pandas DataFrame

So you have a Pandas DataFrame and you need to know how many rows it has, huh? Don't worry, you're not alone in this quest! 😄

The question here is: How do I get the row count of a Pandas DataFrame? 🤔 Don't worry, we'll walk you through it step by step. Let's dive in! 💪

Problem:

You have a Pandas DataFrame called df, and you want to know how many rows it contains.

Solution:

To get the row count of a Pandas DataFrame, you can use the shape attribute or the len() function. Let's explore both options.

1. Using the shape attribute:

   num_rows = df.shape[0]

   The shape attribute returns a tuple with the dimensions of the DataFrame. The number of rows is represented by the first value in the tuple, which is accessed using [0].

   🚀Boom! You've got the row count! Easy, right? 😎

2. Using the len() function:

   num_rows = len(df)

   The len() function returns the number of items in an object, and in the case of a Pandas DataFrame, it counts the number of rows.

   ✨Voilà! Another way to get the row count with just one line of code! 🎉

Example:

Let's say you have a DataFrame called sales_data and you want to know how many rows it contains. Here's how you can do it:

import pandas as pd

# Creating a sample DataFrame
sales_data = pd.DataFrame({'Product': ['A', 'B', 'C', 'D'],
                           'Quantity': [10, 5, 14, 8],
                           'Price': [15.99, 9.99, 12.99, 7.99]})

# Getting the row count
num_rows = sales_data.shape[0]

print(f"The DataFrame has {num_rows} rows.")

Output:

The DataFrame has 4 rows.

Call-to-Action:

Now that you've learned how to effortlessly retrieve the row count of a Pandas DataFrame, why not apply this knowledge to your own data analysis projects? 📊 Share with us how you plan to use this information or if you have any additional questions. We'd love to hear from you! 😄💬

Remember, understanding the basic properties of your DataFrame, such as the row count, will help you unlock incredible insights from your data. So go ahead, unleash the power of Pandas! 🐼💪

Happy coding! 💻✨