Prompt
Conduct a customer segmentation analysis using K-means clustering on a dataset from a beauty products brand in China. Focus on demographic and behavioral data to identify distinct customer groups. Use visualization tools to represent the clusters and provide insights into each segment's buying behavior, preferences, and potential marketing strategies to enhance engagement and sales.