9.5.2 - Filtering Data
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Practice Questions
Test your understanding with targeted questions
Write a command to filter a DataFrame called 'df' for rows where 'Age' is greater than 20.
💡 Hint: Use a comparison operator on the 'Age' column.
How can you check which students are younger than 18 from the same DataFrame?
💡 Hint: Remember to use the less than operator!
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Interactive Quizzes
Quick quizzes to reinforce your learning
What method is used to filter rows in a DataFrame?
💡 Hint: Think about conditional selection.
True or False: To filter data, we can use conditions based on multiple columns.
💡 Hint: Consider how you would select data based on more than one criterion.
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Challenge Problems
Push your limits with advanced challenges
You have a dataset of sales transactions. Write a command to filter the dataset to show transactions greater than $200 and with a quantity sold over 5.
💡 Hint: You'll need to combine two conditions to achieve this filtering.
Given a DataFrame 'df' with various student data, write a logical statement to filter students who are between 18 and 30 years old and have grades higher than 80.
💡 Hint: Make sure to include all three conditions appropriately.
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