In recent years. shared E-Scooters (SES) have emerged as one of the most popular and rapidly growing micromobility modes. To better understand the role of SES in urban mobility. it is critical for policymakers and planners to explore the adoption behavior and usage frequency of Shared E-Scooters. https://unitedssports.shop/product-category/accessories-headwear/