1. Question 1

Which Python module helps you easily access an API?

• ❌ Matplotlib

• ❌ NumPy

• ❌ Pandas

• ✅ Requests

Explanation:
requests is the standard module for making API calls.

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2. Question 2

Which URL format retrieves a JSON representation?

• ❌ .xml

• ❌ .csv

• ✅ /positions.json

• ❌ .html

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3. Question 3

After downloading the Jobs_API file, what should you do to run it in Watson Studio?

• ✅ Upload the file to IBM Watson Studio

• ❌ Open in text editor

• ❌ Compile it

• ❌ Convert to CSV

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4. Question 4

Which module downloads a web page in Python?

• ❌ bs4

• ❌ json

• ✅ requests

• ❌ urllib (also possible, but requests is correct & preferred in this lab)

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5. Question 5

Function in csv module to write a row:

• ❌ writeline

• ❌ writecsv

• ❌ write

• ✅ writerow

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6. Question 6

HTML tag for a table row:

• ❌ <table>

• ✅ <tr>

• ❌ <row>

• ❌ <td> (table cell)

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7. Question 7

Library required to load & manipulate the dataset:

• ❌ matplotlib

• ❌ numpy

• ❌ seaborn

• ✅ pandas

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8. Question 8

How many rows are in the dataset?

• ❌ 54,728

• ❌ 115

• ✅ 65,437

• ❌ 12,345

(This matches the dataset used in the lab.)

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9. Question 9

Approximate mean age of participants:

• ✅ 29.6

• ❌ 32.7

• ❌ 25.4

• ❌ 39.5

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10. Question 10

How many unique countries appear in the dataset?

• ❌ 175

• ❌ 200

• ❌ 120

• ✅ 185

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🧾 Summary Table

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