Explore puzzles designed to enhance your critical thinking and problem-solving skills using pandas. Gain insights into common pitfalls and sharpen your data manipulation techniques.

test.tar.gz

test

test2

Puzzles are a great way to practice your critical thinking and problem-solving skills. This course assumes a basic understanding of pandas.  The teasers and puzzles in this course are designed to help you practice what you already know and help avoid future mistakes.

Pandas Brain Teasers

# Guess the output 

Try to guess the output of the code below:

import pandas as pd

df = pd.DataFrame([
  ['Bugs', True, 72.3],
  ['Daffy', False, 30.7],
  ['Tweety', True, 23.5],
  ['Elmer', False, 103.9],
], columns=['Customer', 'Member', 'Amount'])

df[df['Member']]['Amount'] *= 0.9
print(df)

```py
  Customer  Member  Amount
0     Bugs    True    72.3
1    Daffy   False    30.7
2   Tweety    True    23.5
3    Elmer   False   103.9
```

```py
  Customer  Member  Amount
0     Bugs    True    72.3
1    Daffy   False    30.7
2   Tweety    True    23.5
3    Elmer   False   103.9

main.py:9: SettingWithCopyWarning
```

<p>What is the output of the code above?</p>


Quiz

<p>Quiz</p>


Let's modify a value in a pandas DataFrame puzzle.


Before We Begin

Puzzles

Wrapping Up

Puzzle 13: A 10% Discount

Guess the output