Welcome to Android Central! Which phone? Did the app come preinstalled, or did you install it? Have you tried refreshing the data? Within the app, swiping down usually refreshes data.
If that doesn't work, try going to Settings>Apps, select AccuWeather, and Clear Cache/Clear Data.