Building A Corpus
Building a corpus, or a collection of text data, involves several steps that are described below in detail: Define the scope of your corpus: Determine the type of text data you want to include in your corpus, such as news articles, books, or social media posts. This will help you identify relevant sources to collect data from. For example, if you want to build a corpus of news articles, you might collect data from news websites such as CNN or BBC. Collect the data: Use web scraping tools such as BeautifulSoup or Scrapy to collect the text data from the sources you have identified. You can also use APIs such as the New York Times API or the Guardian Open Platform API to collect data from news websites. Be sure to check for and abide by any terms of use or copyright restrictions. Pre-process the data: Clean and pre-process the data to remove any irrelevant information, such as HTML tags or special characters. This step will make it easier to analyze the data later. You can use python lib