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 2: Methods $8.04   Add to cart
Quickly navigate to
Preview
  2.  
  3. IE University
  4.  
  5. Computer Science
  6.  
  7. Programming

Summary

Summary Python Data Operations 2: Methods
 10 views  0 purchase
  • Course
  • Programming
  • Institution
  • IE University
  • Book
  • Python Crash Course

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 processes....

[Show more]

Preview 2 out of 11  pages

Document information

  • No
  • Pandas data operations
  • December 9, 2022
  • 11
  • 2022/2023
  • Summary

Subjects

  • python
  • methods
  • arithmatic operations
  • programming
  • reference
  • guide
  • comparison
  • operators
  • commands
  • data analytics
  • data science
  • sql
  • pandas
  • jupyter notebook
  • data operations
  • data frame
  • summary
  • study guide
  • ar

Connected book

book image

Book Title:

Author(s):

  • Edition:
  • ISBN:
  • Edition:

Written for

  • IE University
  • Computer Science
  • Programming
All documents for this subject (4)

Seller

avatar-seller
beatricemossberg

Reviews received

Content preview

Python Data Operations 2: Methods
(Using the numpy and pandas packages imported in section one.)

This second section contains:

Arithmetic operations

add
subtract
multiply
divide
Store solution in new column
Comparison

equal to
not equal to
greater than
less than
Other math functions

sum
maximum and minimum
median and mean
standard deviation and variability
Delete rows and columns
Renaming rows and columns
Replacing multiple values
Sort

sort by values
sort by index



pd.set_option('display.max_columns', None)



Arithmetic operation

# create 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=['A', 'B', 'C', 'D', 'E'],
index=[f'R{i}' for i in range(7)]
)
test_df


A B C D E

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



#add 10 to column D
test_df['D'] + 10

R0 10.0
R1 10.0
R2 10.0
R3 10.0
R4 NaN
R5 11.0
R6 11.0
Name: D, dtype: float64


# subtracting a value from column D
test_df['D'] - 10
test_df['D'].sub(10)

R0 -10.0
R1 -10.0
R2 -10.0
R3 -10.0
R4 NaN
R5 -9.0
R6 -9.0
Name: D, dtype: float64


#the above operations will not update the dataframe
test_df

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 $8.04. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

78121 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
$8.04
  • (0)
  Add to cart