This document summarizes a talk on web crawling and text analytics techniques for extracting useful information from unstructured data sources. It discusses tools for web crawling like Import.io and webscraper.io. It also covers text analytics approaches like part-of-speech tagging, named entity recognition, and sentiment analysis. A case study is presented on how these methods were used to analyze customer reviews for a restaurant and provide insights. The talk concludes with advice for building a data startup.