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Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

1. Given the following string:
text = "Report2024Final"
Which of the following statements are entirely correct? (Choose two.)

A) text.isalpha()returns True, and text.find ("2024")returns True
B) text[-6].isdigit() returns True, text.startswith("r") returns True
C) text[0:6].isalpha() returns True, and text.find("2024") returns 6
D) text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
E) text[6:8].isdigit()returns True, and text.endswith("Final")returns True
F) text.capitalize()changes Finalto lowercase, and text.find ("L")returns True

2. A loop includes a break statement when a condition is met. The programmer wants to understand how break affects loop execution. What happens when break is executed inside the loop?

A) Loop ends immediately
B) Skips one iteration
C) Error
D) Loop restarts

3. You are writing a function to validate battery voltage readings. The rules are:
- If the reading is "MISSING"or None, return "Missing".
- If the value is below 2.5or above 4.2, return "Outlier".
Otherwise, return "Normal".
Which version correctly implements this logic using the most robust conditional and nested structures? Select the best answer.

A)

B)

C)

D)

4. An e-commerce site records every product view and purchase.
Which of the following best describes how these logs become marketing insights?

A) Raw event logs are structured, analyzed, and interpreted into information - like conversion rates by product - which then builds knowledge of customer preferences.
B) Raw event logs are filtered, aggregated, and formatted into summaries - like total visits per category - which then provide traffic reports.
C) Raw event logs are stored, archived, and indexed - like by user ID and session - which then facilitate audit trails.
D) Raw event logs are validated, organized, and compiled into datasets - like timestamped user actions - which then support system debugging.

5. You are working with city names entered by users. These names may contain inconsistent capitalization and unwanted spaces.
To standardize the data, you want to:
- Remove any leading or trailing whitespace, and
- Capitalize the first letter of each word (e.g., convert "new york" to "New York").
For example:
" New york " → "New York"
"lOS ANGELES" → "Los Angeles"
You are given a variable citythat contains the raw input.
Which line of code correctly updates the value of cleaned_cityto apply the required transformation? Select the best answer.

A) cleaned_city = city.strip().capitalize()
B) cleaned_city = city.strip().title()
C) cleaned_city = city.upper().strip()
D) cleaned_city = city.upper().replace(" ", "")

Solutions: