The article discusses the importance of using data extraction methods for effective big data mining. Businesses rely on analyzing historical data to make decisions, making data mining crucial. The study highlights the significance of the data mining process and the extraction of data for making informed choices. It also identifies common problems in data extraction and mining processes. Tables are used to illustrate these issues and the importance of data mining. Overall, the study emphasizes the need for implementing data extraction methods in business operations.