Wind direction type
Qualitative circular data.
Wind direction measurement
Compass points (N, NE, ENE, E, etc.).
Why circular data is special
0° = 360°, so arithmetic averages are invalid.
Why mean wind direction is invalid
Because direction wraps around and cannot be averaged numerically.
Correct analysis method
Use modal direction or discuss frequency of categories.