Python Libraries and Ecosystem

Check your awareness of popular libraries like NumPy,Pandas,and Requests.

1. Which Python library is primarily used for data manipulation and analysis with DataFrames?
2. Select all Python libraries used for data visualization.
3. NumPy is designed for symbolic mathematics.
4. What does 'pandas' stand for (full form)?
5. Which library is known for numerical computing with multi-dimensional arrays?
6. Select all machine learning frameworks from the options below.
7. Django is classified as a 'micro web framework'.
8. Which library is lightweight and commonly used for building small to medium-sized web applications?
9. What is the common abbreviation for the library 'scikit-learn'?
10. Select all Python testing libraries.
11. Which library simplifies building interactive web apps for data science with minimal code?
12. Pandas uses Series and DataFrames as its primary data structures.
13. Which deep learning library was developed by Facebook?
14. Which of these are Python web frameworks?
15. Name the Python library for natural language processing, often abbreviated as 'NLTK'.
16. Scikit-learn is primarily used for deep learning tasks.
17. Which library provides high-level functions for statistical data visualization?
18. Select all libraries used for API development in Python.
19. Django follows the Model-View-Controller (MVC) architectural pattern.
20. Which library is known for asynchronous web development and automatic OpenAPI documentation?
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