In the data-driven era, data analysis has become a core skill across various industries. Python, with its inherent advantages ...

As one of the most popular, versatile, and beginner-friendly programming langauges, Python can be used for a variety of tasks from analyzing data to building websites. This workshop builds on the ...

By the end of this book, you'll be proficient in data cleaning and preparation techniques for both structured and unstructured data.

In this section, we use the open data SFMTA Bikeway Network at San Francisco Data. The data include the network of bike routes, lanes, and paths around the city of San Francisco. Maintained by the ...

Master data cleaning with the CLEAN framework, a tested method to turning chaotic datasets into clarity and precision. Clean messy datasets ...