Interplanetary magnetic flux ropes (MFRs) are commonly observed structures in the solar wind. categorized as magnetic clouds (MCs) and small-scale MFRs (SMFRs) depending on whether they are associated with coronal mass ejections. We apply machine learning to systematically compare SMFRs. MCs. https://jalyttlers.shop/product-category/drinks-stirrer/