Which of the following is useful way to put text, code, data, output all in one document?

Literate statistical programming
Object oriented programming
Descriptive programming
All of the mentioned

The correct answer is D. All of the mentioned.

Literate statistical programming is a way of writing code that is both readable and executable. It is often used in data science and machine learning to create reproducible and shareable reports.

Object-oriented programming is a programming paradigm that organizes software design around objects. Objects are entities that have state and behavior. They can be combined to create larger objects, called classes.

Descriptive programming is a programming paradigm that focuses on describing the data rather than manipulating it. It is often used in data analysis and visualization.

All of these programming paradigms can be used to put text, code, data, and output all in one document. This can be useful for creating reports, presentations, and other documents that need to be both informative and easy to understand.

Here are some examples of how each programming paradigm can be used to put text, code, data, and output all in one document:

  • Literate statistical programming: A literate statistical programming document might include text that describes the data, code that analyzes the data, and output that shows the results of the analysis.
  • Object-oriented programming: An object-oriented programming document might include text that describes the objects, code that creates and manipulates the objects, and output that shows the results of the manipulation.
  • Descriptive programming: A descriptive programming document might include text that describes the data, code that visualizes the data, and output that shows the results of the visualization.

The choice of programming paradigm will depend on the specific needs of the document. For example, if the document needs to be both informative and easy to understand, then literate statistical programming might be a good choice. If the document needs to be able to be easily updated, then object-oriented programming might be a good choice. And if the document needs to be able to be easily shared, then descriptive programming might be a good choice.

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