Like most teachers, you probably used a variety of services to manage your class this term, including: Now let’s take a look at the data you’ll be using in this project! Exploring the Data for This Pandas Project You’ll see a practical application of the topics in this pandas project. join(), and concat()ĭon’t worry too much about memorizing all the details in those tutorials. Combining Data in Pandas With merge().The Pandas DataFrame: Make Working With Data Delightful.If you need a refresher, then these tutorials and courses will get you up to speed for this project: You’ll get the most out of this pandas project if you have a little bit of experience working with pandas. Your grades will be in a format that you should be able to upload to your school’s student administration system. Once you complete these steps, you’ll have a working Python script that can calculate your grades. Plot the grade distribution and explore how the grades vary among your students.Calculate the final grades and save them as CSV files.Load the data into pandas DataFrames, making sure to connect the grades for the same student across all your data sources.Explore the data you’ll use in the project to determine which format and data you’ll need to calculate your final grades.This pandas project involves four main steps:
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One problem with using a spreadsheet is that it can be hard to see when you make a mistake in a formula. Instead, you can consider using Python and pandas. This often involves a bunch of calculations that you might do in a spreadsheet. 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. One of the jobs that all teachers have in common is evaluating students. Watch it together with the written tutorial to deepen your understanding: Using Pandas to Make a Gradebook in Python Watch Now This tutorial has a related video course created by the Real Python team.