Dictionaries and sets

Get started in data analysis with Python

What you need to know

What's new in this update

Install Anaconda Python on OS X

Install Anaconda Python on Windows

Working with Jupyter Notebooks

Using the exercise files

Using Python in the cloud

Warmup with Python loops

Sequences: Lists, tuples, and the slicing syntax

Comprehensions

Advanced Python containers

Anagrams overview

Loading a dictionary

Finding anagrams

Challenge: Palindromes

Solution: Palindromes

NumPy overview

Creating NumPy arrays

Indexing NumPy arrays

Doing math with NumPy arrays

Special arrays: Records and dates

Overview of use case

Loading station and temperature data

Filling missing values

Smoothing time series

Weather charts

Challenge: Weather anomalies

Solution: Weather anomalies

pandas overview

DataFrames and Series

Indexing in pandas

Plotting

Overview of use case

Loading data sets

Comparing name popularity

Yearly top ten names

Challenge: Unisex baby names

Solution: Unisex baby names

Next steps