CODEWITHSUNDEEP
pythonpandasjupyter-notebook
aarnphm
aarnphm

Reputation: 107

Output Format in Jupyter Notebook

I'm currently using Jupyter Notebook for my study purposes. I have follow this guide on Pandas DataFrame by Datacamp

I'm curious about one thing with Jupyter notebook:

I have the following segment of code: 

import pandas as pd
import numpy as np
df = pd.DataFrame(data=np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9], [40, 50, 60], [23, 35, 37]]),
              index=[2.5, 12.6, 4.8, 4.8, 2.5],
              columns=[48, 49, 50])

print(df)
print('-------------------')

df.reset_index().drop_duplicates(subset='index', keep='last').set_index('index')

Output

output

I notice that my first print() function will return the table before the separating line. However, the line of code below, which is df.reset_index().drop_duplicates(subset='index',keep='last').set_index('index') will return a pretty-looking table below.

I want to to the same thing with print(df) by trying to remove the whole function print(df) and go to a new line and type in df. The result is that i will be able to create the same format as shown.

However, I can't recreate the same format if I just remove the section print(df) and replace it with df in the same block of codes.

My question is:

  1. Are there any way to create the same format within the same block of code?

Upvotes: 1

Views: 4035

Answers (1)

Matan Danos
Matan Danos

Reputation: 846

Try to add these 2 lines to the top of your notebook: 

from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"

If this doesn't work, you might find an answer here: IPython Notebook cell multiple outputs

Upvotes: 1

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