AP CSP DATA ANALYSIS 1

1

A team of researchers wants to create a program to analyze the amount of pollution reported in roughly 3000 counties across the United States. The program is intended to combine county data and then process the data. Which of the following is MOST likely to be a challenge in creating the program?

1

You are an analyst for an ISD and need to analyze same data from two different campuses. The data is already clean, before you combine the data what do you need to do?

1

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Which of the following information CANNOT be directly determined without additional data?

1

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Something is wrong with this dataset, I have one redundant data fields which would not cause error but consumes unnecessary memory space, can you spot it?

In a minimum of 3 full sentences, tell me your observations, why you think is redundant, and what would you advice?

1

A large data set contains information about all students majoring in computer science in colleges across the united states. The data set contains the following information about each student.

The students gender
The state in which the student attends college
The student grade point average (GPA) on a 4.0 scale

Which of the following could be answered by analyzing only the information in the data set?

1

On a video sharing platform, each video has the following metadata:
Upload date,
Duration,
Uploader's username,
View count,
Like count.

The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

1

An image sharing website stores photos (data) and metadata including: photographer name, camera model, location tags, and upload time. Which task would necessitate analyzing the image data itself?

1

A music streaming service stores songs (data) along with metadata including:
Artist name,
Release date,
Play count,
Genre tags, and
User playlist additions.

Which analysis would require examining the actual song data?

AP CSP DATA ANALYSIS 1

A team of researchers wants to create a program to analyze the amount of pollution reported in roughly 3000 counties across the United States. The program is intended to combine county data and then process the data. Which of the following is MOST likely to be a challenge in creating the program?

You are an analyst for an ISD and need to analyze same data from two different campuses. The data is already clean, before you combine the data what do you need to do?

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Which of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:
Upload date,
Duration,
Uploader's username,
View count,
Like count.

The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

An image sharing website stores photos (data) and metadata including: photographer name, camera model, location tags, and upload time. Which task would necessitate analyzing the image data itself?

A music streaming service stores songs (data) along with metadata including:
Artist name,
Release date,
Play count,
Genre tags, and
User playlist additions.

Which analysis would require examining the actual song data?

You were recently employed as a data analyst and have a need to calculate the total amount of money the store will receive if they sell all of the available Technical books. Which columns in the database can be ignored and still allow you to perform this calculation

Which of the following Boolean expressions would identify books that need reordering (quantity less than 10) AND cost more than $40?

Data filtering question
A program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?

A team of researchers wants to create a program to analyze the amount of pollution reported in roughly 3000 counties across the United States. The program is intended to combine county data and then process the data. Which of the following is MOST likely to be a challenge in creating the program?

You are an analyst for an ISD and need to analyze same data from two different campuses. The data is already clean, before you combine the data what do you need to do?

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Which of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:
Upload date,
Duration,
Uploader's username,
View count,
Like count.

The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

An image sharing website stores photos (data) and metadata including: photographer name, camera model, location tags, and upload time. Which task would necessitate analyzing the image data itself?

A music streaming service stores songs (data) along with metadata including:
Artist name,
Release date,
Play count,
Genre tags, and
User playlist additions.

Which analysis would require examining the actual song data?

You were recently employed as a data analyst and have a need to calculate the total amount of money the store will receive if they sell all of the available Technical books. Which columns in the database can be ignored and still allow you to perform this calculation

Which of the following Boolean expressions would identify books that need reordering (quantity less than 10) AND cost more than $40?

Data filtering question
A program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?

AP CSP DATA ANALYSIS 1

AP CSP DATA ANALYSIS 1

A team of researchers wants to create a program to analyze the amount of pollution reported in roughly 3000 counties across the United States. The program is intended to combine county data and then process the data. Which of the following is MOST likely to be a challenge in creating the program?

You are an analyst for an ISD and need to analyze same data from two different campuses. The data is already clean, before you combine the data what do you need to do?

A well known high school in college station has a dataset with the following information.Student_ID, Total_Days, Number_Days_Present, Number_Days_AbsentAttendance_RateWhich of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:Upload date, Duration, Uploader's username, View count, Like count. The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

An image sharing website stores photos (data) and metadata including: photographer name, camera model, location tags, and upload time. Which task would necessitate analyzing the image data itself?

A music streaming service stores songs (data) along with metadata including: Artist name, Release date, Play count, Genre tags, and User playlist additions. Which analysis would require examining the actual song data?

You were recently employed as a data analyst and have a need to calculate the total amount of money the store will receive if they sell all of the available Technical books. Which columns in the database can be ignored and still allow you to perform this calculation

Which of the following Boolean expressions would identify books that need reordering (quantity less than 10) AND cost more than $40?

Data filtering questionA program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?

A team of researchers wants to create a program to analyze the amount of pollution reported in roughly 3000 counties across the United States. The program is intended to combine county data and then process the data. Which of the following is MOST likely to be a challenge in creating the program?

You are an analyst for an ISD and need to analyze same data from two different campuses. The data is already clean, before you combine the data what do you need to do?

A well known high school in college station has a dataset with the following information.Student_ID, Total_Days, Number_Days_Present, Number_Days_AbsentAttendance_RateWhich of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:Upload date, Duration, Uploader's username, View count, Like count. The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

An image sharing website stores photos (data) and metadata including: photographer name, camera model, location tags, and upload time. Which task would necessitate analyzing the image data itself?

A music streaming service stores songs (data) along with metadata including: Artist name, Release date, Play count, Genre tags, and User playlist additions. Which analysis would require examining the actual song data?

You were recently employed as a data analyst and have a need to calculate the total amount of money the store will receive if they sell all of the available Technical books. Which columns in the database can be ignored and still allow you to perform this calculation

Which of the following Boolean expressions would identify books that need reordering (quantity less than 10) AND cost more than $40?

Data filtering questionA program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Which of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:
Upload date,
Duration,
Uploader's username,
View count,
Like count.

The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

A music streaming service stores songs (data) along with metadata including:
Artist name,
Release date,
Play count,
Genre tags, and
User playlist additions.

Which analysis would require examining the actual song data?

Data filtering question
A program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?

A well known high school in college station has a dataset with the following information.

Student_ID,
Total_Days,
Number_Days_Present,
Number_Days_Absent
Attendance_Rate

Which of the following information CANNOT be directly determined without additional data?

On a video sharing platform, each video has the following metadata:
Upload date,
Duration,
Uploader's username,
View count,
Like count.

The video itself contains the actual footage. Which task would specifically require analyzing the video data rather than just the metadata?

A music streaming service stores songs (data) along with metadata including:
Artist name,
Release date,
Play count,
Genre tags, and
User playlist additions.

Which analysis would require examining the actual song data?

Data filtering question
A program needs to find all Sci-Fi books that are in stock (quantity > 0) and cost less than $30. What is the minimum number of comparisons needed for each book record?