The test database products that are most likely to be purchased together, primarily in the retail and economic sectors, are analyzed using the "market basket analysis" method. This method works particularly well for optimization. We used the market basket dataset from the Kaggle library for our research study. Using the Python programming language, this test database was examined for the well-known management subject of "Market Basket Analysis."