Polar Plot for similarity molecules

[kpinto-gil]

Here is the python code for radial plot:

def radialplot(df, tnames, simcol,dilicol):
    ''' eg. radialplot(adf, 'atc_names_train', 'Tanimoto_fp', 'H_HT_class_train')'''
    labels = df[tnames].values
    stats = df[simcol].values
    dili = df[dilicol].values
    angles = np.linspace(0.07, 2*np.pi, len(labels), endpoint=False)
    stats = np.concatenate((stats,[stats[0]]))
    angles = np.concatenate((angles,[angles[0]]))
    fig=plt.figure(figsize=(10,20))

    ax = fig.add_subplot(111, polar=True)
    ax.plot(angles, stats, 'o',  linewidth=2, color='red')
    ax.fill(angles, stats, alpha=0.25, color='red')
    ax.set_thetagrids(angles * 180/np.pi, labels)
    ax.tick_params(pad=35)
    ax.set_rmax(1)
    ax.tick_params(axis='y', which='major', labelsize=14)

    ax.set_rticks([round(i,1) for i in np.linspace(0,1,11)])
    ax.set_rlabel_position(0)
    # ax.set_title('Reference: '+refname)
    ax.tick_params(axis='x', which='major', labelsize=18, grid_linestyle='-')

    ax.grid(True)
    sns.set_style("white")

[kpinto-gil]

https://plot.ly/javascript/polar-chart/#polar-chart-subplots