AP CSP Data Analysis 2

Last updated 6 months ago

11 questions

AP CSP Data Analysis 2

Last updated 6 months ago

11 questions

Question 1

Which of the following is NOT a common data type used in data analysis?

Integer

String

Function

Boolean

Question 2

Which of the following is a form of data cleaning?

Select all that apply (2)

To delete unnecessary files from a computer

Question 3

Why is data bias a concern in data analysis?

It makes data analysis easier

It leads to misleading conclusions and unfair decisions

It improves the accuracy of machine learning models

It speeds up data processing

Question 4

What is the main purpose of data visualization?

To store data securely

To make data easier to interpret by displaying it graphically

To delete unnecessary data points

To encrypt data for security reasons

Question 5

Which of the following is NOT a common type of data visualization?

Bar chart

Line graph

Scatter plot

Flowchart

Question 6

How can a data visualization be misleading?

By using incorrect scales

By including too much accurate data

By labeling all data points correctly

By using multiple colors

Question 7

What is the best definition of big data?

A large dataset that requires special tools to process and analyze

Data that is stored in a physical warehouse

A dataset that only contains numerical values

A type of programming language used for data science

Question 8

Which of the following is an ethical issue in data analysis?

Using personal data without consent

Sorting data in ascending order

Using bar charts for visualization

Removing duplicate data entries

Question 9

Why is data privacy important?

To ensure personal and sensitive information is protected from unauthorized access

To make data analysis more expensive

To remove data from storage devices

To ensure that data is always public

Question 10

10.

What is data in the context of data analysis? Select all that apply (2)

I. Computer readable information

II. Information collected about the physical world

III. Programs that process images

IV. Graphs and charts

Question 11

11.

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.

Which is likely to consume the most storage capacity?
Which is likely to consume the least storage capacity?

Question 1

Which of the following is NOT a common data type used in data analysis?

Integer

String

Function

Boolean

Question 2

Which of the following is a form of data cleaning?

Select all that apply (2)

To delete unnecessary files from a computer

To remove inaccurate or incomplete data for better analysis

To change the data format into binary code

To make data analysis slower for security purposes

Replacing missing data with averages?

Question 3

Why is data bias a concern in data analysis?

It makes data analysis easier

It leads to misleading conclusions and unfair decisions

It improves the accuracy of machine learning models

It speeds up data processing

Question 4

What is the main purpose of data visualization?

To store data securely

To make data easier to interpret by displaying it graphically

To delete unnecessary data points

To encrypt data for security reasons

Question 5

Which of the following is NOT a common type of data visualization?

Bar chart

Line graph

Scatter plot

Flowchart

Question 6

How can a data visualization be misleading?

By using incorrect scales

By including too much accurate data

By labeling all data points correctly

By using multiple colors

Question 7

What is the best definition of big data?

A large dataset that requires special tools to process and analyze

Data that is stored in a physical warehouse

A dataset that only contains numerical values

A type of programming language used for data science

Question 8

Which of the following is an ethical issue in data analysis?

Using personal data without consent

Sorting data in ascending order

Using bar charts for visualization

Removing duplicate data entries

Question 9

Why is data privacy important?

To ensure personal and sensitive information is protected from unauthorized access

To make data analysis more expensive

To remove data from storage devices

To ensure that data is always public

Question 10

10.

What is data in the context of data analysis? Select all that apply (2)

I. Computer readable information

II. Information collected about the physical world

III. Programs that process images

IV. Graphs and charts

Question 11

11.

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.

Which is likely to consume the most storage capacity?
Which is likely to consume the least storage capacity?

To remove inaccurate or incomplete data for better analysis

To change the data format into binary code

To make data analysis slower for security purposes

Replacing missing data with averages?

AP CSP Data Analysis 2

AP CSP Data Analysis 2

Which of the following is NOT a common data type used in data analysis?

Which of the following is a form of data cleaning?Select all that apply (2)

Why is data bias a concern in data analysis?

What is the main purpose of data visualization?

Which of the following is NOT a common type of data visualization?

How can a data visualization be misleading?

What is the best definition of big data?

Which of the following is an ethical issue in data analysis?

Why is data privacy important?

What is data in the context of data analysis? Select all that apply (2)

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.Which is likely to consume the most storage capacity?Which is likely to consume the least storage capacity?

Which of the following is NOT a common data type used in data analysis?

Which of the following is a form of data cleaning?Select all that apply (2)

Why is data bias a concern in data analysis?

What is the main purpose of data visualization?

Which of the following is NOT a common type of data visualization?

How can a data visualization be misleading?

What is the best definition of big data?

Which of the following is an ethical issue in data analysis?

Why is data privacy important?

What is data in the context of data analysis? Select all that apply (2)

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.Which is likely to consume the most storage capacity?Which is likely to consume the least storage capacity?

Which of the following is a form of data cleaning?

Select all that apply (2)

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.

Which is likely to consume the most storage capacity?
Which is likely to consume the least storage capacity?

Which of the following is a form of data cleaning?

Select all that apply (2)

I have a song by a popular musician, I have the lyrics stored in a .txt file, I also have the audio mp3 form of the music. Recently, I got the MP4 video version.

Which is likely to consume the most storage capacity?
Which is likely to consume the least storage capacity?