Chapter 2: Programming with Data¶

Digital resources supplementing the chapter

Markdown example¶

Figure 2.1 of the text shows example uses of Markdown in a mathematical document. You can view that document in several ways here.

As a Jupyter notebook
Rendered to PDF from Jupyter
As an RMarkdown file
Knit to PDF from R

Notebook examples¶

Figures 2.2 through 2.4 of the text show example notebooks. You can view those notebooks online here.

RMarkdown notebook from Figures 2.2 and 2.3
That notebook rendered to PDF
Jupyter notebook from Figure 2.4
That notebook rendered to PDF

Code examples¶

Section 2.3 shows many small snippets of code while teaching coding best practices. Some are written in R and some in Python. The documents below contain those code snippets together with paragraphs from the text that explain them.

RMarkdown document with R code from Section 2.3
- In order to function, that document needs this R code file in the same folder.
That same document rendered to a PDF
Jupyter notebook with Python code from Section 2.3
That same notebook rendered to a PDF