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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Working with Data and Performing Simple Analysis | 25% | - Data cleaning and preparation
|
| Topic 2: Data Visualization and Communication | 20% | - Interpreting and presenting results
|
| Topic 3: Introduction to Data and Data Analysis Concepts | 22.5% | - Definition and classification of data
|
| Topic 4: Python Basics for Data Analysis | 32.5% | - Core Python syntax and data types
|
1. You are reading a data.csvfile line by line. To prepare each line for formatting with f-strings, you need to remove extra whitespace and split the values by commas.
Which line should you insert to correctly clean and parse the input?
A) fields = line.strip().split(', ')
B) fields = line.split(', ').trim()
C) fields = line.split().strip(', ')
D) fields = line.replace(', ', '|').split('|')
2. Consider a Python program that assigns a string value "5" to a variable and then attempts to multiply it by an integer 3. The programmer expects numeric multiplication. What will actually happen when the code is executed?
A) 8
B) "555"
C) 15
D) Error
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 = len(set(colors))
color_counts = np.unique(colors)
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 = Counter(colors)
color_counts = sum(np.unique(colors))
import numpy as np
4. Given the following string:
text = "Report2024Final"
Which of the following statements are entirely correct? (Choose two.)
A) text.capitalize()changes Finalto lowercase, and text.find ("L")returns True
B) text[6:8].isdigit()returns True, and text.endswith("Final")returns True
C) text[0:6].isalpha() returns True, and text.find("2024") returns 6
D) text.isalpha()returns True, and text.find ("2024")returns True
E) text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
F) text[-6].isdigit() returns True, text.startswith("r") returns True
5. What will be the output of the following code?
A) 5 10
B) 10 10
C) 10 5
D) 5 5
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A,B,C | Question # 5 Answer: D |
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