Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: “We note that some columns, such as country and reservation_status_date, have a high cardinality.”

A block of code is set as follows:

import pandas as pd

import matplotlib.pyplot as plt

import seaborn as sns

from datetime import datetime

Any command-line input or output is written as follows:

pip install pandas-profiling

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Regarding the Variables section, we can distinguish between categorical and numerical data.”

Tips or Important Notes

Appear like this.