To develop Python scripts to analyze optical fiber attenuation, exploring factors such as material properties, length, wavelength, and environmental conditions. Utilize data processing, visualization, and modeling techniques to understand attenuation trends and provide insights for optimizing optical fiber performance. Ultimately, aim to contribute to advancements in optical communication technology.To develop Python scripts to analyze optical fiber attenuation, exploring factors such as material properties, length, wavelength, and environmental conditions. Utilize data processing, visualization, and modeling techniques to understand attenuation trends and provide insights for optimizing optical fiber performance. Ultimately, aim to contribute to advancements in optical communication technology.