import numpy as np
import pandas as pd
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")