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Data Set Creation Exercises

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Computers

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Data Set Creation Exercises
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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary data structure in Pandas used for handling tabular data

Series

DataFrame

Array

List 

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which Pandas function is used to read data from a CSV file into a DataFrame?

pd.load_csv()

pd.read_csv()

pd.import_csv()

pd.open_csv()

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What method is used to filter rows in a DataFrame based on a condition?

df.filter_rows()

df.query()

df.where()

df.select()

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which function is used to concatenate two DataFrames along a particular axis?

pd.merge()

pd.join()

pd.concat()

pd.append()

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of the pd.isnull() function in Pandas?

To replace missing values

To drop rows with missing values

To fill missing values

To check for missing values

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary purpose of the Faker library in Python?

Data visualization

Generating fake data

Database management

Web scraping

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is NOT a type of data that can be generated by the Faker library?

Email addresses

Physical addresses

Random colors

Company names

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