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2026 Valid PCAD-31-02–100% Free Latest Dumps Ppt | PCAD-31-02 Exam Tests

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q46-Q51):

NEW QUESTION # 46
What is the correct sequence to connect to a database and execute a query using the sqlite3 module in Python?

A. Connect → Commit → Execute → Close
B. Connect → Execute → Commit → Close
C. Commit → Connect → Execute → Close
D. Execute → Connect → Commit → Close

Answer: B

NEW QUESTION # 47
Which of the following are limitations of manual data collection methods?
(Choose two)

A. High scalability
B. Seamless integration with big data tools
C. Increased chance of human error
D. Time-consuming process

Answer: C,D

NEW QUESTION # 48
Which operations are valid when working with Pandas Series?
(Choose two)

A. Arithmetic vector operations
B. Using .columns to rename
C. Merging by index using merge()
D. Applying NumPy universal functions

Answer: A,D

NEW QUESTION # 49
When fetching DATETIME values from a SQL database into Python, which Python data type is most appropriate for storing and manipulating these values?

A. str
B. time.struct_time
C. float
D. datetime.datetime

Answer: D

NEW QUESTION # 50
Which method is best suited to transform inconsistent entries such as "N/A", "missing", and empty strings into a standard missing value representation in a Pandas DataFrame?

A. df.sort_values()
B. df.rename()
C. df.replace()
D. df.dropna()

Answer: C

NEW QUESTION # 51
......

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