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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Python Basics for Data Analysis | 32.5% | - File Handling
|
| Topic 2: Introduction to Data and Data Analysis Concepts | 22.5% | - Data Ethics and Privacy
|
| Topic 3: Working with Data and Performing Simple Analyses | 32.5% | - Simple Analytical Techniques
|
| Topic 4: Communicating Insights and Reporting | 12.5% | - Data Visualization
|
A variable is assigned using chained assignment: a = b = c = 10. The developer then changes b =
5. What will be the value of a after this operation?
Correct Answer: C 🗳️
Explanation: Only visible for Free4Dump members. You can sign-up / login (it's free).
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.




Correct Answer: B 🗳️
Explanation: Only visible for Free4Dump members. You can sign-up / login (it's free).
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.



Correct Answer: B 🗳️
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Which of the following statements about Python functions are correct? (Choose two.)
Correct Answer: A,B 🗳️
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A programmer writes a script to test operator precedence using the expression 3 + 4 * 2 ** 2. The goal is to evaluate the result correctly based on Python's operator hierarchy rules. What result should the script produce?
Correct Answer: A 🗳️
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