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| Section | Objectives |
|---|---|
| Topic 1: Python Programming Fundamentals | - Basic syntax and data types
|
| Topic 2: Basic Statistics for Data Analysis | - Descriptive statistics
|
| Topic 3: Data Analysis and Visualization | - Data visualization
|
| Topic 4: Data Handling and Processing with Python | - Working with data structures
|
1. A student writes a program using input() to collect user data, then tries to add 5 to the input value without conversion. The program crashes. What is the most likely cause of this behavior?
A) input returns string
B) input returns int
C) input returns float
D) Syntax error
2. A Python script checks membership using "a" in "apple". The developer wants to understand how membership works for strings. What result will this expression produce?
A) True
B) None
C) False
D) Error
3. Given the following string:
text = "Report2024Final"
Which of the following statements are entirely correct? (Choose two.)
A) text.isalpha()returns True, and text.find ("2024")returns True
B) text.capitalize()changes Finalto lowercase, and text.find ("L")returns True
C) text[6:8].isdigit()returns True, and text.endswith("Final")returns True
D) text[-6].isdigit() returns True, text.startswith("r") returns True
E) text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
F) text[0:6].isalpha() returns True, and text.find("2024") returns 6
4. You are given two lists representing daily page views and sign-ups on a website:
views = [120, 130, 128, 700, 115, 123, 119, 680, 122]
signups = [12, 15, 13, 50, 11, 14, 10, 55, 13]
You want to:
- remove outliers (views > 600), and
- calculate correlation between the cleaned lists.
Which code accomplishes this correctly? Select the best answer.
A)
B)
C)
D) 
5. You are writing a function to validate battery voltage readings. The rules are:
- If the reading is "MISSING"or None, return "Missing".
- If the value is below 2.5or above 4.2, return "Outlier".
Otherwise, return "Normal".
Which version correctly implements this logic using the most robust conditional and nested structures? Select the best answer.
A)
B)
C)
D) 
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B,C,F | Question # 4 Answer: C | Question # 5 Answer: B |
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PCED - Certified Entry-Level Data Analyst with Python
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