Data analysis plays a crucial role in the innovation of sustainable sanitary pads by helping manufacturers understand consumer preferences, optimize materials, and minimize environmental impact. This data-driven approach enhances product design, ensures functionality, and builds brand loyalty, paving the way for more eco-friendly menstrual health options.