import pandas as pd
import numpy as np
import scrapbook as sb
data = pd.DataFrame(np.random.randn(20, 2), columns=['a', 'b'])
data
# Use scrapbook to store this data in the notebook
sb.glue('dataframe', data.to_dict())
import matplotlib.pyplot as plt
# Make and display a plot
fig, ax = plt.subplots()
ax.scatter(data['a'], data['b'])
sb.glue('plot', fig, 'display')