6 Web Scraping Tools That Make Collecting Data A Breeze

No data science project is completed without data; I can even argue that you can't say "data science" without data. Often, in most data science projects, the data you need to analyze and use to build machine learning models are stored in a database somewhere. That somewhere sometimes is the web. You may collect data from a specific webpage about a certain product or from social media to uncover patterns or perform sentiment analysis. Regardless of why you are collecting the data or how you intend to use it, collecting data from the web -- web scraping -- is a task that can be quite tedious, but you will need to do for your project to achieve its goals.