100% satisfaction guarantee Immediately available after payment Both online and in PDF No strings attached
logo-home
Previously searched by you
Previously searched by you
logo
Summary Python Data Operations 5: Group and Pivot Tables $7.51
Add to cart
Quickly navigate to
Preview
  2.  
  3. IE University
  4.  
  5. Computer Science
  6.  
  7. Principles of Programming

Summary

Summary Python Data Operations 5: Group and Pivot Tables

1 review
 19 views  0 purchase
  • Course
  • Principles of Programming
  • Institution
  • IE University
  • Book
  • Python Programming

Summarised notes of Pandas data operations covered in the Principles of Programming course, part of the Computer Science and AI bachelor degree. The notes are initially written in Jupyter Notebook. They contain practical examples of data operations in python and images to explain the structures and...

[Show more]

Preview 1 out of 6  pages

Document information

  • No
  • Basic data operations
  • December 9, 2022
  • 6
  • 2022/2023
  • Summary

Subjects

  • principles of programming
  • data visualisation
  • pandas
  • python
  • programming
  • data science
  • computer science
  • data analysis
  • data wrangling
  • python methods
  • pandas method
  • introduction to programming
  • notes
  • summary

Connected book

book image

Book Title:

Author(s):

  • Edition:
  • ISBN:
  • Edition:

More summaries for

  • Class notes 0987 Python Programming, ISBN: 9781887902991
  • Python programming
  • Class notes Python Programming Python Programming, ISBN: 9781887902991
All for this textbook (7)

Written for

  • IE University
  • Computer Science
  • Principles of Programming
All documents for this subject (2)

1  review

review-writer-avatar

By: haidarihalim • 1 year ago

Seller

avatar-seller
beatricemossberg

Reviews received

Content preview

Python Data Operations 5: Group and Pivot Tables
(Using the numpy and pandas packages imported in section one.)

This fith section contains:

Groupby

Iterate through groups
Basic groupings
Advanced groupings
Group with more levels
Pivot table
Stack and Unstack


# creating test dataframe
test_df = pd.DataFrame(
[['A3', 0, -1, 0, 'si'],
['B1', 1, None, 0, 'no'],
['B3', 4, None, 0, 'no'],
['B3', 5, 1, 0, 'si'],
['A1', 4, 0, None, None],
['A3', 1, 2, 1, 'si'],
['C2', 4, 1, 1, 'no']],
columns=['Assignment', 'UserId', 'Score', 'PrevAttempts', 'Exempted'],
index=[f'R{i}' for i in range(7)]
)
test_df


Assignment UserId Score PrevAttempts Exempted

R0 A3 0 -1.0 0.0 si

R1 B1 1 NaN 0.0 no

R2 B3 4 NaN 0.0 no

R3 B3 5 1.0 0.0 si

R4 A1 4 0.0 NaN None

R5 A3 1 2.0 1.0 si

R6 C2 4 1.0 1.0 no




Groupby
The .groupby method divides the records/rows of a table in different groups, generally to
later apply certain operations separately to each group.

A grouping has two phases:

The benefits of buying summaries with Stuvia:

Guaranteed quality through customer reviews

Guaranteed quality through customer reviews

Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.

Quick and easy check-out

Quick and easy check-out

You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.

Focus on what matters

Focus on what matters

Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!

Frequently asked questions

What do I get when I buy this document?

You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.

Satisfaction guarantee: how does it work?

Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.

Who am I buying these notes from?

Stuvia is a marketplace, so you are not buying this document from us, but from seller beatricemossberg. Stuvia facilitates payment to the seller.

Will I be stuck with a subscription?

No, you only buy these notes for $7.51. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

53249 documents were sold in the last 30 days

Founded in 2010, the go-to place to buy study notes for 14 years now

Start selling
$7.51
  • (1)
Add to cart
Added