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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:
1. Which packages are most commonly used together in a data science workflow for data manipulation and visualization?
(Choose two)
A) Pygame
B) NumPy
C) flask
D) pandas
2. What does the describe() method in Pandas provide when applied to a numerical DataFrame column?
A) Basic descriptive statistics such as count, mean, and quartiles
B) A histogram of the data distribution
C) A normalized version of the data column
D) Only the standard deviation of the data
3. What is the recommended Python library to connect and extract tabular data directly from an Excel file?
A) csv
B) sqlite3
C) matplotlib
D) openpyxl
4. Which of the following exceptions would most likely be raised if a string is directly converted to an integer in Python?
A) RuntimeError
B) IOError
C) ValueError
D) TypeError
5. When creating a line chart with Matplotlib, which function is most appropriate to add a text label at a specific data point?
A) plt.legend()
B) plt.title()
C) plt.annotate()
D) plt.xlabel()
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: C |








