Background Antimicrobial Resistance (AMR) poses a global public health challenge. necessitating advanced tools to support data analysis. and visualization. This study introduces interactive Geographic Information System (GIS) dashboards as innovative platforms for AMR data analysis and visualization. https://www.oxfordshopes.shop/product-category/ladies-accessories-hats/