python: display df with a plot together

Question

I have a data frame and for each group in it I want to display a data frame specific only for this group and plot in Jupiter notebook.

for name, group in building_info.groupby(['building_category']):
    display(group)
    fig, ax = plt.subplots(nrows=1, ncols=1,figsize=(13,5))
    sns.displot(group.num_people, ax = ax)

First it will display all data frames for each group and only then it will produce the plots. I would like to have that display(group) is directly followed by a plot, so that I have a direct comparisons of the data with a plot.

Have you read this or this? Could you try that approach and if it fails ask specifically about the problem you encounter? — ImportanceOfBeingErnest
– ImportanceOfBeingErnest, Commented Sep 23, 2017 at 20:38

Ian Thompson · Accepted Answer · 2017-09-25 19:26:06Z

1

If you're using Jupyter you could try importing this library:

# Print multiple objects to screen in same shell 
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"

This allows you to print the dataframe and a plot right below it:

# Make dataframe
data = {'a' : np.random.randint(0, 10, size = 10),
        'b' : np.random.randint(0, 10, size = 10),
        'c' : np.random.randint(0, 10, size = 10)}

df = pd.DataFrame(data)

# Show df
df
# show plot
df.plot()
plt.show()
# Show df again
df
# Show plot again
df.plot()
plt.show()

Returns:

answered Sep 25, 2017 at 19:26

Ian Thompson

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