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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Working with Data and Performing Simple Analysis | 25% | - Data acquisition and loading
|
| Topic 2: Python Basics for Data Analysis | 32.5% | - Control flow and functions
|
| Topic 3: Introduction to Data and Data Analysis Concepts | 22.5% | - Data lifecycle and ethical considerations
|
| Topic 4: Data Visualization and Communication | 20% | - Interpreting and presenting results
|
1. A list is defined as [1, 2, 3]. The programmer uses the method .append([4, 5]). What will the resulting list look like after execution?
A) [1,2,3,4,5]
B) [4,5,1,2,3]
C) [1,2,3,[4,5]]
D) Error
2. What will be the output of the following code?
A) 10 10
B) 5 5
C) 10 5
D) 5 10
3. You are analyzing survey results from students about their favorite colors. The list colorsstores individual responses:
You want to:
- find the number of unique colors mentioned using NumPy, and
- determine how often each color was chosen using Counter.
Which code snippet correctly performs both tasks? Select the best answer.
from numpy import unique
A) from collections import Counter
unique_colors = Counter(colors)
color_counts = sum(np.unique(colors))
import numpy as np
B) from collections import Counter
unique_colors = np.unique(colors)
color_counts = Counter(set(colors))
import numpy as np
C) from collections import Counter
unique_colors = len(unique(colors))
color_counts = Counter(colors)
import numpy as np
D) from collections import Counter
unique_colors = len(set(colors))
color_counts = np.unique(colors)
4. 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 float
C) input returns int
D) Syntax error
5. 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?
A) 19
B) 49
C) 28
D) 35
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: A |
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