Report generation (notebooks to HTML/PDF) in Data Analysis Python - Cheat Sheet & Quick Revision

Recall & Review

beginner

What is the main purpose of converting Jupyter notebooks to HTML or PDF?

To create a shareable, readable report that can be viewed without needing the notebook environment. HTML is good for interactive viewing in browsers, and PDF is good for printing or offline reading.

beginner

Which command line tool is commonly used to convert Jupyter notebooks to HTML or PDF?

The tool is nbconvert, which is part of Jupyter. It can convert notebooks to many formats including HTML and PDF.

beginner

What is the basic command to convert a notebook named analysis.ipynb to HTML using nbconvert?

jupyter nbconvert --to html analysis.ipynb

This creates an HTML file from the notebook.

intermediate

How can you generate a PDF report from a notebook using nbconvert?

Use the command

jupyter nbconvert --to pdf notebook.ipynb

. This converts the notebook to PDF, often using LaTeX behind the scenes.

intermediate

Why might you want to clean or clear output cells before converting a notebook to a report?

Clearing outputs removes old results so the report shows fresh results or is smaller in size. It helps avoid confusion if outputs are outdated or irrelevant.

Which format is best for interactive viewing of a notebook report in a web browser?

A HTML

B PDF

C Markdown

D CSV

HTML supports interactive elements and can be opened easily in any web browser.

What command converts a notebook to PDF using Jupyter nbconvert?

A jupyter notebook --export pdf

B jupyter convert --pdf notebook.ipynb

C jupyter nbconvert --to pdf notebook.ipynb

D nbconvert --html notebook.ipynb

The correct syntax uses 'jupyter nbconvert --to pdf' followed by the notebook filename.

What is a common reason to clear outputs before exporting a notebook?

A To add more code cells

B To reduce file size and avoid showing outdated results

C To change the notebook theme

D To convert code to markdown

Clearing outputs removes old results, making the report cleaner and smaller.

Which tool is part of Jupyter and used for notebook conversion?

A matplotlib

B pandas

C scikit-learn

D nbconvert

nbconvert is the Jupyter tool designed for converting notebooks to other formats.

If you want to share a notebook report that can be printed easily, which format should you choose?

A PDF

B HTML

C JSON

D Python script

PDF is the best format for printing and offline reading.

Explain the steps to convert a Jupyter notebook into a PDF report using command line tools.

Think about the command syntax and what happens behind the scenes.

Describe why and when you would clear outputs in a notebook before generating a report.

Consider the clarity and size of the final report.