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Showing content from https://realpython.com/courses/gradebook-using-pandas-python/discussion/ below:

Using pandas to Make a Gradebook (Overview) (Video) – Real Python

One of the jobs that all teachers have in common is evaluating students. Whether you use exams, homework assignments, quizzes, or projects, you usually have to turn students’ scores into a letter grade at the end of the term. This often involves a bunch of calculations that you might do in a spreadsheet. Instead, you can consider using Python and pandas.

In this course, you’ll learn how to:

• Load and merge data from multiple sources with pandas
• Filter and group data in a pandas DataFrame
• Calculate and plot grades in a pandas DataFrame

Here are some resources for more information about topics covered in this lesson:

• The pandas DataFrame: Making Working With Data Delightful | Real Python Article
• Using pandas and Python to Explore Your Dataset | Real Python Article
• Plot With pandas: Python Data Visualization for Beginners | Real Python Article
• Jupyter Notebook: An Introduction | Real Python Article

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