This is a set of specialized tools and tipsheets. They include things like scraping, mapping, visualization tools or data wrangling.

---

Table of contents

• Scraping part 1
• PDF tools
• Cleaning data with OpenRefine
• Intro to Regular Expressions
• QGIS part I