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Wind Rose Plotting in Python


Can someone help me on how to make the wind rose plotting (similar to the figure 2 in the paper: in Python?

The input file contains the data in 4 columns: 

[date, time, wind_speed, wind_direction]

Look forward to your support and suggestions.