def spider_plot(df): import matplotlib.pyplot as plt import pandas as pd from math import pi # number of variable categories=list(df) N = len(categories) # We are going to plot the first line of the data frame. # But we need to repeat the first value to close the circular graph: values=df.loc[0].values.flatten().tolist() values += values[:1] values # What will be the angle of each axis in the plot? (we divide the plot / number of variable) angles = [n / float(N) * 2 * pi for n in range(N)] angles += angles[:1] # Initialise the spider plot ax = plt.subplot(111, polar=True) # Draw one axe per variable + add labels plt.xticks(angles[:-1], categories, color='grey', size=8) # Draw ylabels ax.set_rlabel_position(0) plt.yticks([10,20,30], ["10","20","30"], color="grey", size=7) plt.ylim(0,1) # Plot data ax.plot(angles, values, linewidth=1, linestyle='solid') # Fill area ax.fill(angles, values, 'b', alpha=0.1) # Show the graph plt.show()