x = [3, 5, 7, 7, 4, 1, 2, 6]
y = [6, 4, 1, 2, 5, 6, 4, 1]
pyplot.scatter(x, y)

figure, axis = plt.subplots(1, len(cols_numeric))
for i in range(len(cols_numeric)):
    axis[i].scatter(df['mgp'], df[cols[i]])
    axis[i].set_xlabel(cols[i])
plt.show()

pd.plotting.scatter_matrix(df[cols], figsize=(15, 15))
plt.show()

import seaborn as sb
sb.heatmap(df[[cols]].corr(), cmap="YlGnBu", annot=True)