Solving Real World Data Science Tasks With Python Beautiful Soup - Movie Dataset Creation
Learn how to solve real-world data science tasks using Python and Beautiful Soup in this comprehensive tutorial. Scrape Wikipedia pages to create a dataset on Disney movies while covering a wide range of Python and data science topics. Master web scraping with BeautifulSoup, clean data effectively, test code using Pytest, implement pattern matching with regular expressions, work with dates using the datetime library, save and load data with the Pickle library, and access data from APIs using the Requests library. Follow along with hands-on tasks, including scraping movie information, cleaning and processing data, and integrating external movie ratings. By the end of this tutorial, gain practical experience in creating a robust movie dataset from scratch using various Python libraries and data science techniques.