Data crawling also known as web scraping is a common way to generate parallel data, making use of the immense source of multilingual data offered on the web. At TAUS, we have experience in both developing crawling or scraping frameworks as well as building efficient post-processing and cleaning pipelines with the help of a wide range of toolkits.