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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Working with Data and Performing Simple Analyses | 32.5% | - Data Analysis with Python Libraries
|
| Topic 2: Python Basics for Data Analysis | 32.5% | - Python Fundamentals
|
| Topic 3: Communicating Insights and Reporting | 12.5% | - Data Storytelling and Reporting
|
| Topic 4: Introduction to Data and Data Analysis Concepts | 22.5% | - Define and Classify Data
|
Question 1
You have a list of test scores, where each entry includes a student name and a score. Some students appear more than once. You want to compute the average score for each student and store the results in a dictionary. Here's the partial code block:
Which code correctly replaces the # MISSING CODE comment to calculate the average score for each student? Select the best answer.
A.
B.
C.
D. 
Question 2
You are writing a function named process_data()to read and process numerical input from a file. The function must:
- read the file data.txt,
- attempt to convert the first line into an integer,
- handle file, conversion, or index-related exceptions,
- print the value only if no error occurs,
- and always print a final message after execution.
Which implementation correctly and robustly meets all these conditions? Select the best answer.
A.
B.
C. 
Question 3
Below are six possible summaries for your presentation:
- Summary 1: "The data revealed a moderate positive correlation between age and recycling frequency. While 72% of students reported recycling paper regularly, only 39% reported recycling plastic."
- Summary 2: "Analysis showed notable differences in recycling habits by material type, with paper being most recycled and plastic least recycled."
- Summary 3: "Older kids recycled more than younger ones. Paper was the most recycled item- plastic got forgotten a lot."
- Summary 4: "Student responses showed positive environmental habits overall, though participation varied by waste type."
- Summary 5: "A lot of students said they recycle. Some didn't answer every question, so we couldn't figure out everything."
- Summary 6: "We asked more than 300 students about recycling. Most said they recycle paper, but way fewer recycle plastic." Which communication style is the best fit for Group A (data scientists) and Group B (12-year- olds), respectively? Select the best answer.
A. Summary 2 for Group A. Summary 6 for Group B
B. Summary 6 for Group A, Summary 3 for Group B
C. Summary 1 for Group A, Summary 3 for Group B
D. Summary 4 for Group A, Summary 3 for Group B
E. Summary 1 for Group A, Summary 6 for Group B
F. Summary 6 for Group A, Summary 5 for Group B
Question 4
Which of the following code snippets will output Truefor both printfunctions by correctly identifying the type of each variable and performing valid operations?
A.
B.
C.
D. 
Question 5
You are working with city names entered by users. These names may contain inconsistent capitalization and unwanted spaces.
To standardize the data, you want to:
- Remove any leading or trailing whitespace, and
- Capitalize the first letter of each word (e.g., convert "new york" to "New York").
For example:
" New york " → "New York"
"lOS ANGELES" → "Los Angeles"
You are given a variable citythat contains the raw input.
Which line of code correctly updates the value of cleaned_cityto apply the required transformation? Select the best answer.
A. cleaned_city = city.upper().replace(" ", "")
B. cleaned_city = city.strip().title()
C. cleaned_city = city.strip().capitalize()
D. cleaned_city = city.upper().strip()
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: B |
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PCED - Certified Entry-Level Data Analyst with Python
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