Exploring Data Manipulation with Python Pandas

Exploring Data Manipulation with Python Pandas

Assessment

Interactive Video

Mathematics

6th - 10th Grade

Practice Problem

Hard

Created by

Ethan Morris

FREE Resource

10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary reason to use pandas over Excel?

Pandas is easier to learn than Excel.

Pandas has a better user interface.

Pandas offers more flexibility and can handle larger datasets than Excel.

Pandas can only handle smaller datasets than Excel.

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How do you load data into pandas?

Using the 'import_data' function.

By manually entering data.

Using the 'read_csv' function.

Using the 'load_data' function.

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which function is used to sort values in a DataFrame?

sort_data()

arrange()

order_by()

sort_values()

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How can you add a new column to a DataFrame in pandas?

Using the 'add_column' method.

By assigning values to a new column name.

Using the 'insert_column' function.

By calling the 'new_column' method.

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the correct way to save a DataFrame to a CSV file?

df.write_csv('filename.csv')

df.export_csv('filename.csv')

df.to_csv('filename.csv')

df.save('filename.csv')

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How can you save a DataFrame to a CSV file without including the index?

Use the to_csv() function with index=False

Use the save_csv() function without specifying the index

Use the to_csv() function with index=True

DataFrames cannot be saved to CSV without the index

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is required to filter a DataFrame based on multiple conditions?

No special syntax is needed for multiple conditions

Use the & operator without parentheses

Use the | operator with parentheses

Separate conditions with parentheses and use the & operator

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