Based on the options given and the typical behavior of weather patterns, the most appropriate statement would be:
C. Weather changes from day to day and by season.
This choice acknowledges the variability in daily weather as well as seasonal differences, which is often seen in weather data. Without seeing the specific chart, this statement generally fits well with how weather behaves over time.