Practice Data Manipulation - 9.5 | 9. Data Analysis using Python | CBSE Class 12th AI (Artificial Intelligence)
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

How do you select a single column called 'Age'?

💡 Hint: Think about how to retrieve an element in a structure.

Question 2

Easy

What syntax do you use to filter rows with Age exceeding 30?

💡 Hint: Remember, conditions are set between square brackets.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

Which method is used to filter DataFrame in Pandas?

  • df.query()
  • df.filter()
  • df[df['column'] > value]

💡 Hint: Think about how to specify rows based on conditions.

Question 2

True or False: You can select multiple columns using single brackets.

  • True
  • False

💡 Hint: Remember the distinction between single and double brackets.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design a function to select students who scored above the average mark and sort them by age.

💡 Hint: Combine calculating the mean with filtering in one go, remember function design.

Question 2

Using a DataFrame, create a new DataFrame containing only rows where 'Name' starts with 'A.'

💡 Hint: String operations will help you in filtering by conditions.

Challenge and get performance evaluation