model

model

s1 = data['score']
s_s1 = sum(s1.tolist())
s_s1

plt.style.use('fivethirtyeight')
ax=data.head(20).plot(kind = 'barh' , color = 'red')
for p in ax.patches:
        percentage = '{:.1f}%'.format(100 * p.get_width()/s_s1) 
        x = p.get_x() + p.get_width() - 0.5
        y = p.get_y() + p.get_height()
        ax.annotate(percentage, (x, y))

plt.xlabel ('Score')
plt.ylabel ('Features')
plt.title('Feature_Importance_Plot',fontsize=20)
plt.show()